vanshg · March 21, 2021 21:59
diff --git a/g90 b/g90
 e=0	episode_reward=-385.9421852283017	epsilon=0.9902473782645512	avg=-385.9421852283017	independent_100_runs=-1011.9808541753459
 e=1	episode_reward=-139.78551105987427	epsilon=0.9836345678377172	avg=-262.86384814408797	independent_100_runs=-620.6122728004954
 e=2	episode_reward=-73.5144356879426	epsilon=0.9733599273999418	avg=-199.74737732537287	independent_100_runs=-112.43838788425847
 e=3	episode_reward=-369.817489183475	epsilon=0.9637707295039442	avg=-242.2649052898984	independent_100_runs=-78.33101171808353
 e=4	episode_reward=-168.0187847488219	epsilon=0.9568561568510938	avg=-227.4156811816831	independent_100_runs=-114.83203727111434
 e=5	episode_reward=-161.5511523688159	epsilon=0.948472346345676	avg=-216.43825971287188	independent_100_runs=-123.68688581448887
 e=6	episode_reward=-197.21611387943437	epsilon=0.9399739703614417	avg=-213.6922388795237	independent_100_runs=-204.24846108216877
 e=7	episode_reward=-136.87769394935395	epsilon=0.9337902616531741	avg=-204.09042076325244	independent_100_runs=-203.8005187344964
 e=8	episode_reward=-308.5977056206814	epsilon=0.9231126536824614	avg=-215.70234130296677	independent_100_runs=-250.34934646477097
 e=9	episode_reward=-248.50308207212186	epsilon=0.9149329955488482	avg=-218.9824153798823	independent_100_runs=-480.28196620076733
 e=10	episode_reward=-138.23764546998694	epsilon=0.9010403756394627	avg=-211.64198175170998	independent_100_runs=-139.0528227804992
 e=11	episode_reward=-205.6085719516212	epsilon=0.8931456134926097	avg=-211.1391976017026	independent_100_runs=-212.3177425368637
 e=12	episode_reward=-100.3846015457421	epsilon=0.8872699696109162	avg=-202.61961328970563	independent_100_runs=-113.1976488257809
 e=13	episode_reward=-89.04251697533851	epsilon=0.8780897229382887	avg=-194.50696355296512	independent_100_runs=-59.42511478830729
 e=14	episode_reward=-170.793480015466	epsilon=0.8673548374849623	avg=-192.9260646504652	independent_100_runs=-56.86894348441565
 e=15	episode_reward=-254.3349603949136	epsilon=0.854697348969847	avg=-196.76412063449322	independent_100_runs=-149.86101457063506
 e=16	episode_reward=-535.6715787767066	epsilon=0.8416351934382658	avg=-216.69985346638813	independent_100_runs=-220.43199050439657
 e=17	episode_reward=-133.48825210208187	epsilon=0.8289384434161338	avg=-212.07698672392667	independent_100_runs=-156.9122620849735
 e=18	episode_reward=-9.43214437839778	epsilon=0.8200336355010579	avg=-201.41146870574093	independent_100_runs=-85.65042517511523
 e=19	episode_reward=-36.96141799749333	epsilon=0.8133365205280116	avg=-193.18896617032857	independent_100_runs=-58.32413094802154
 e=20	episode_reward=-139.34725178630748	epsilon=0.8067747775562383	avg=-190.62507500918468	independent_100_runs=-2.2119112999843615
 e=21	episode_reward=-195.09803856764324	epsilon=0.7983475414416326	avg=-190.82839153456916	independent_100_runs=-25.02267463945469
 e=22	episode_reward=-374.57073984779043	epsilon=0.7906406239189183	avg=-198.81718928731792	independent_100_runs=-92.7995313167889
 e=23	episode_reward=-173.86052838495908	epsilon=0.7808967299796155	avg=-197.77732841638627	independent_100_runs=-170.51795089094463
 e=24	episode_reward=-269.6376105093169	epsilon=0.767886605456872	avg=-200.6517397001035	independent_100_runs=-126.4911137982501
 e=25	episode_reward=72.18629641827727	epsilon=0.694878546995098	avg=-190.15796908016577	independent_100_runs=-202.88086427402638
 e=26	episode_reward=-150.96734630571513	epsilon=0.6843957401023685	avg=-188.7064645329639	independent_100_runs=-501.84483399022474
 e=27	episode_reward=-34.56141095071867	epsilon=0.6792817179026336	avg=-183.20128404788372	independent_100_runs=-288.4010222710291
 e=28	episode_reward=-127.44283256014354	epsilon=0.6684991617668709	avg=-181.27857882416853	independent_100_runs=-66.31526123663978
 e=29	episode_reward=-198.89155483521083	epsilon=0.6574273788832035	avg=-181.8656780245366	independent_100_runs=-174.69379320084872
 e=30	episode_reward=107.75182287872462	epsilon=0.5949214096804725	avg=-172.52317799539915	independent_100_runs=-249.36647584079003
 e=31	episode_reward=-327.331845737167	epsilon=0.5846003417079073	avg=-177.3609488623294	independent_100_runs=-96.39662545729264
 e=32	episode_reward=-132.45589184642733	epsilon=0.5763572690287326	avg=-176.0001895588172	independent_100_runs=-261.11874220868305
 e=33	episode_reward=-72.35000474539785	epsilon=0.5687989696836411	avg=-172.95165471136372	independent_100_runs=-156.3555488774392
 e=34	episode_reward=-231.02696019853406	epsilon=0.5606665518357548	avg=-174.61094915385428	independent_100_runs=-254.18696973031936
 e=35	episode_reward=118.32292706089711	epsilon=0.5073602744464892	avg=-166.47389703677786	independent_100_runs=-37.98294007337722
 e=36	episode_reward=-363.4667352647022	epsilon=0.4954270716674468	avg=-171.79802779969472	independent_100_runs=-118.73494864781286
 e=37	episode_reward=-83.6999295507232	epsilon=0.48644276418721516	avg=-169.47965679314282	independent_100_runs=-64.51127183908665
 e=38	episode_reward=-406.5781154904719	epsilon=0.47690545157513753	avg=-175.5591044520487	independent_100_runs=-73.77643077336174
 e=39	episode_reward=-78.57820053156183	epsilon=0.46980490203115843	avg=-173.13458185403655	independent_100_runs=-1.5086783950829636
 e=40	episode_reward=-7.263850614560496	epsilon=0.4577925854667971	avg=-169.08895426282982	independent_100_runs=-373.23043623874514
 e=41	episode_reward=-97.46272579510384	epsilon=0.4478306337649301	avg=-167.38356787074113	independent_100_runs=-694.9816335033798
 e=42	episode_reward=-104.40400503353702	epsilon=0.438436088644296	avg=-165.91892687452707	independent_100_runs=-298.12663627837503
 e=43	episode_reward=-159.84173965825107	epsilon=0.43130402298038956	avg=-165.78080898324808	independent_100_runs=-596.2926328355677
 e=44	episode_reward=-522.1109406592543	epsilon=0.4236943578310804	avg=-173.69925635382597	independent_100_runs=-546.8463395239049
 e=45	episode_reward=-88.56901055367793	epsilon=0.41847272772444155	avg=-171.84859883643145	independent_100_runs=-497.5611736530466
 e=46	episode_reward=-137.6686338786547	epsilon=0.4086710427627667	avg=-171.12136553945749	independent_100_runs=-235.7707222911822
 e=47	episode_reward=-15.509765546255423	epsilon=0.40214379792789484	avg=-167.87945720626578	independent_100_runs=-159.2812418092031
 e=48	episode_reward=-12.175005035896305	epsilon=0.39710832440181526	avg=-164.70181532523782	independent_100_runs=-103.22837736229499
 e=49	episode_reward=-243.2249901043957	epsilon=0.3877294900282468	avg=-166.272278820821	independent_100_runs=-207.23014616971173
 e=50	episode_reward=-87.518481708743	epsilon=0.3791783939394074	avg=-164.72808672058414	independent_100_runs=-119.42282342149785
 e=51	episode_reward=-253.34329379136906	epsilon=0.37338349219808126	avg=-166.43222531809926	independent_100_runs=-238.56686938391135
 e=52	episode_reward=-72.1358646498834	epsilon=0.36540449323538227	avg=-164.6530487017178	independent_100_runs=-76.34006101264315
 e=53	episode_reward=-203.05794158707587	epsilon=0.359820095052409	avg=-165.36425042181705	independent_100_runs=-92.88059066756021
 e=54	episode_reward=-113.33296921014495	epsilon=0.3494647542842402	avg=-164.41822712705937	independent_100_runs=-194.6791531031587
 e=55	episode_reward=-215.58490916251154	epsilon=0.34484741555067727	avg=-165.33191787769243	independent_100_runs=-170.3157910097612
 e=56	episode_reward=-70.10054663365048	epsilon=0.3392716895103295	avg=-163.66119206639345	independent_100_runs=-168.37997363556084
 e=57	episode_reward=-124.25105699050394	epsilon=0.3353922208063622	avg=-162.98170697887812	independent_100_runs=-263.43934425687235
 e=58	episode_reward=-261.61619173747	epsilon=0.3284877725859433	avg=-164.65347790698985	independent_100_runs=-165.58870224816135
 e=59	episode_reward=-118.05749880664487	epsilon=0.3191937164821629	avg=-163.87687825531745	independent_100_runs=-514.218736256838
 e=60	episode_reward=-216.44063383970388	epsilon=0.3151969085808133	avg=-164.7385791665369	independent_100_runs=-782.2200653829013
 e=61	episode_reward=-88.43532772461782	epsilon=0.3102867174667387	avg=-163.50788156263496	independent_100_runs=-686.3226381175283
 e=62	episode_reward=-154.08617682794628	epsilon=0.30533085526465514	avg=-163.3583306938304	independent_100_runs=-775.7421914033794
 e=63	episode_reward=-129.4793837699632	epsilon=0.3012665105123294	avg=-162.82897214814494	independent_100_runs=-323.08669118392436
 e=64	episode_reward=-270.22848081923325	epsilon=0.2939454070826226	avg=-164.4812722815463	independent_100_runs=-182.6028002036297
 e=65	episode_reward=-25.098762249157247	epsilon=0.29040992369221447	avg=-162.36941606893433	independent_100_runs=-127.35077022224162
 e=66	episode_reward=-15.068896634715685	epsilon=0.2863150405097061	avg=-160.17090085349824	independent_100_runs=-234.66741940670724
 e=67	episode_reward=-142.68526096127124	epsilon=0.27899432740332675	avg=-159.91375909037723	independent_100_runs=-196.49855514842932
 e=68	episode_reward=-225.4265961448545	epsilon=0.2718336095833709	avg=-160.86322049696386	independent_100_runs=-211.32268942294724
 e=69	episode_reward=-126.50587767954417	epsilon=0.2676257018952356	avg=-160.3724013138579	independent_100_runs=-165.8423176049424
 e=70	episode_reward=-186.86604816228862	epsilon=0.2532523973456116	avg=-160.7455512694696	independent_100_runs=-392.033518536994
 e=71	episode_reward=-143.851968030811	epsilon=0.23657923988379756	avg=-160.51091816893268	independent_100_runs=-208.59499235877777
 e=72	episode_reward=-51.88367718723568	epsilon=0.22857890866868447	avg=-159.02287377192312	independent_100_runs=-183.12474201586832
 e=73	episode_reward=-208.93642644178536	epsilon=0.2242766947525304	avg=-159.6973812404348	independent_100_runs=-138.333562890009
 e=74	episode_reward=-225.1514699985722	epsilon=0.21782218697918707	avg=-160.57010242387662	independent_100_runs=-153.01075011320484
 e=75	episode_reward=-66.86046091307713	epsilon=0.2137865610075486	avg=-159.33708082505032	independent_100_runs=-540.8468793565544
 e=76	episode_reward=-353.24431823960094	epsilon=0.21026682276101732	avg=-161.8553566356289	independent_100_runs=-129.68513995554625
 e=77	episode_reward=-399.92029942309927	epsilon=0.20680503276560924	avg=-164.90747128675034	independent_100_runs=-210.7486060550486
 e=78	episode_reward=43.8327533178641	epsilon=0.20307504056042205	avg=-162.2651899626413	independent_100_runs=-288.7541951212915
 e=79	episode_reward=-172.43255220667035	epsilon=0.19871556558302653	avg=-162.39228199069163	independent_100_runs=-138.355024204069
 e=80	episode_reward=-122.10787566845624	epsilon=0.1953267160657498	avg=-161.8949436410344	independent_100_runs=-164.45377179889897
 e=81	episode_reward=-135.3324926299967	epsilon=0.1921108969334997	avg=-161.5710113116315	independent_100_runs=-148.94888631529963
 e=82	episode_reward=-131.6354974627888	epsilon=0.18923167128994553	avg=-161.21034247007918	independent_100_runs=-225.2499789166463
 e=83	episode_reward=-258.13330426660195	epsilon=0.18321684987764683	avg=-162.3641872533711	independent_100_runs=-141.41704312475778
 e=84	episode_reward=235.5395809126647	epsilon=0.17173750684536793	avg=-157.68296645141774	independent_100_runs=-92.03812268574451
 e=85	episode_reward=-29.539518634395463	epsilon=0.16390137139048802	avg=-156.19292636052214	independent_100_runs=-74.59164688038071
 e=86	episode_reward=-187.03816224565105	epsilon=0.1598384468374648	avg=-156.54746930173053	independent_100_runs=-149.32677236563322
 e=87	episode_reward=0.4473374914592938	epsilon=0.1554092861800447	avg=-154.76343740635335	independent_100_runs=-129.32566364223064
 e=88	episode_reward=266.8706151133297	epsilon=0.14977892111342886	avg=-150.02597614208725	independent_100_runs=-273.8050086973282
 e=89	episode_reward=216.369987717644	epsilon=0.14068976491504737	avg=-145.95490987697912	independent_100_runs=-75.43913650400587
 e=90	episode_reward=-276.55025504270776	epsilon=0.1376970720662608	avg=-147.390023560119	independent_100_runs=-279.8090023959739
 e=91	episode_reward=-385.2914544881647	epsilon=0.13265533219479242	avg=-149.9759086789021	independent_100_runs=-210.930114946544
 e=92	episode_reward=-196.2597532860226	epsilon=0.13010649497082802	avg=-150.47358442736575	independent_100_runs=-266.78866155213024
 e=93	episode_reward=-234.58205635968113	epsilon=0.12423202630777894	avg=-151.3683554053691	independent_100_runs=-286.9315326387286
 e=94	episode_reward=-103.18365996313291	epsilon=0.12163806340330371	avg=-150.8611480849245	independent_100_runs=-252.5837411588991
 e=95	episode_reward=-124.67207516718157	epsilon=0.11931284307279298	avg=-150.58834524203138	independent_100_runs=-287.45784079972276
 e=96	episode_reward=-210.52111081264252	epsilon=0.11773640995621194	avg=-151.206208804615	independent_100_runs=-374.831880312361
 e=97	episode_reward=-236.90057198274462	epsilon=0.11279208483598177	avg=-152.08064108194287	independent_100_runs=-272.8235451697451
 e=98	episode_reward=-79.23652712951151	epsilon=0.11063596329439043	avg=-151.34484195111023	independent_100_runs=-201.33458081583322
 e=99	episode_reward=-231.73736457159535	epsilon=0.10695877838873524	avg=-152.14876717731508	independent_100_runs=-175.67791366989283
 e=100	episode_reward=-79.71374728886082	epsilon=0.10453713492925723	avg=-149.08648279792067	independent_100_runs=-332.5396044043321
 e=101	episode_reward=-363.6262262784981	epsilon=0.10274410725311922	avg=-151.3248899501069	independent_100_runs=-305.2170174914498
 e=102	episode_reward=-158.4803533918314	epsilon=0.10151848512488924	avg=-152.1745491271458	independent_100_runs=-276.69651740026484
 e=103	episode_reward=-88.5243136664041	epsilon=0.10036768885614482	avg=-149.3616173719751	independent_100_runs=-166.55849935646916
 e=104	episode_reward=-72.79315216050786	epsilon=0.09747918531087302	avg=-148.40936104609193	independent_100_runs=-69.40236545468478
 e=105	episode_reward=-330.80126856330423	epsilon=0.09591266723932104	avg=-150.10186220803683	independent_100_runs=-168.00264222464423
 e=106	episode_reward=-564.9181775288943	epsilon=0.09385368021811356	avg=-153.77888284453144	independent_100_runs=-416.10290454274326
 e=107	episode_reward=-199.78834527659822	epsilon=0.09199516083341126	avg=-154.40798935780387	independent_100_runs=-98.9417584974141
 e=108	episode_reward=176.6822867312585	epsilon=0.08611061328624767	avg=-149.55518943428447	independent_100_runs=-59.59860668458987
 e=109	episode_reward=-224.41744052346587	epsilon=0.08330686974481696	avg=-149.31433301879792	independent_100_runs=-53.728675865941504
 e=110	episode_reward=-129.7845345343901	epsilon=0.08198450087216189	avg=-149.22980190944196	independent_100_runs=-197.65777207495034
 e=111	episode_reward=-302.31365018334895	epsilon=0.08022451412489778	avg=-150.19685269175923	independent_100_runs=-187.90939294251842
 e=112	episode_reward=-322.5868678075732	epsilon=0.07909331995102684	avg=-152.41887535437755	independent_100_runs=-235.00778398261826
 e=113	episode_reward=-290.05825961987546	epsilon=0.07642628682700205	avg=-154.4290327808229	independent_100_runs=-135.489167755775
 e=114	episode_reward=-163.00951709912624	epsilon=0.0749503377102579	avg=-154.3511931516595	independent_100_runs=-416.85064959756926
 e=115	episode_reward=-587.6017333850281	epsilon=0.07367951985418181	avg=-157.68386088156066	independent_100_runs=-283.5720855482373
 e=116	episode_reward=-548.6141284620004	epsilon=0.07221327333606271	avg=-157.81328637841358	independent_100_runs=-511.5005869654981
 e=117	episode_reward=-185.16243967480267	epsilon=0.07078328393110833	avg=-158.33002825414079	independent_100_runs=-382.29948923309763
 e=118	episode_reward=-474.19230550267474	epsilon=0.06793292457273792	avg=-162.97762986538356	independent_100_runs=-318.64823127209854
 e=119	episode_reward=-499.24041097689525	epsilon=0.06688803084331181	avg=-167.60041979517757	independent_100_runs=-180.43117745487555
 e=120	episode_reward=-312.24227405434056	epsilon=0.06603727794487561	avg=-169.3293700178579	independent_100_runs=-248.35689629569305
 e=121	episode_reward=-292.6578507657574	epsilon=0.06430375771122998	avg=-170.30496813983905	independent_100_runs=-206.39447629391543
 e=122	episode_reward=-271.5369850230454	epsilon=0.06282901001703273	avg=-169.2746305915916	independent_100_runs=-195.5940211769199
 e=123	episode_reward=-138.23720685894037	epsilon=0.06175753854149681	avg=-168.91839737633143	independent_100_runs=-263.904661056722
 e=124	episode_reward=-172.17138518583056	epsilon=0.059472508548425916	avg=-167.94373512309653	independent_100_runs=-272.5012463087063
 e=125	episode_reward=-145.7087666647609	epsilon=0.05887482968691017	avg=-170.1226857539269	independent_100_runs=-259.4306282239327
 e=126	episode_reward=-246.77194569944018	epsilon=0.05753034251098656	avg=-171.08073174786415	independent_100_runs=-197.96930774108975
 e=127	episode_reward=-353.0097208790914	epsilon=0.05628406227631319	avg=-174.26521484714786	independent_100_runs=-307.43537517522094
 e=128	episode_reward=-481.0028727679846	epsilon=0.05526890751552519	avg=-177.80081524922633	independent_100_runs=-138.84838099022033
 e=129	episode_reward=-38.640749216026535	epsilon=0.05458777078073013	avg=-176.19830719303448	independent_100_runs=-149.42592176839372
 e=130	episode_reward=-206.89080653888138	epsilon=0.05329852643727298	avg=-179.34473348721053	independent_100_runs=-209.75800779483367
 e=131	episode_reward=-62.809127241729996	epsilon=0.04928918934544283	avg=-176.69950630225617	independent_100_runs=-234.49518851949716
 e=132	episode_reward=-391.3604596741215	epsilon=0.04843893361510754	avg=-179.28855198053307	independent_100_runs=-148.54536528827919
 e=133	episode_reward=-38.4761904870532	epsilon=0.04765574020449964	avg=-178.94981383794965	independent_100_runs=-274.7425333015679
 e=134	episode_reward=-350.05407439122393	epsilon=0.04677749254778872	avg=-180.14008497987655	independent_100_runs=-137.62088805674267
 e=135	episode_reward=-262.3000423461675	epsilon=0.04603957550706484	avg=-183.9463146739472	independent_100_runs=-296.93806565797684
 e=136	episode_reward=-449.71113667439636	epsilon=0.045513126947264976	avg=-184.80875868804415	independent_100_runs=-76.74877126734674
 e=137	episode_reward=-294.23125830118636	epsilon=0.044736956556020266	avg=-186.9140719755488	independent_100_runs=-448.3563495264045
 e=138	episode_reward=-49.244773252386395	epsilon=0.04411497211513581	avg=-183.34073855316794	independent_100_runs=-369.7428614683906
 e=139	episode_reward=-378.7148048365301	epsilon=0.0436803670056791	avg=-186.3421045962176	independent_100_runs=-354.71585795741964
 e=140	episode_reward=-492.3348480598802	epsilon=0.043012809362973824	avg=-191.19281457067086	independent_100_runs=-380.6560503498977
 e=141	episode_reward=-528.4399578944799	epsilon=0.04254649246890439	avg=-195.50258689166458	independent_100_runs=-400.29244817232194
 e=142	episode_reward=-252.52964907667757	epsilon=0.04192141014528717	avg=-196.98384333209597	independent_100_runs=-32.886944066581044
 e=143	episode_reward=-69.18335986136816	epsilon=0.041251846415027514	avg=-196.0772595341271	independent_100_runs=-109.2497155468635
 e=144	episode_reward=-125.99203924208611	epsilon=0.04075568211271202	avg=-192.11607051995546	independent_100_runs=-82.14341397449061
 e=145	episode_reward=-301.52494779134827	epsilon=0.04000059516997725	avg=-194.24562989233215	independent_100_runs=-504.2694409096559
 e=146	episode_reward=-289.836464815507	epsilon=0.038903839329088356	avg=-195.7673082017007	independent_100_runs=-209.52344300906657
 e=147	episode_reward=-298.7447233607261	epsilon=0.037863651481118	avg=-198.59965777984544	independent_100_runs=-57.524793053966306
 e=148	episode_reward=158.6228818901846	epsilon=0.03607821328017128	avg=-196.89167891058463	independent_100_runs=-353.5565365426072
 e=149	episode_reward=-169.39840226882555	epsilon=0.03559440625571399	avg=-196.15341303222894	independent_100_runs=-237.85351354956455
 e=150	episode_reward=-217.70672277576386	epsilon=0.03502239408236723	avg=-197.45529544289914	independent_100_runs=-331.7206833420714
 e=151	episode_reward=-254.16516485140198	epsilon=0.03413374221170114	avg=-197.46351415349946	independent_100_runs=-136.30523684593828
 e=152	episode_reward=-78.36036969375388	epsilon=0.03349464105947989	avg=-197.52575920393815	independent_100_runs=-107.50419361056014
 e=153	episode_reward=-204.20435470802715	epsilon=0.03306531383765098	avg=-197.53722333514764	independent_100_runs=-251.34282165597358
 e=154	episode_reward=-46.97835624047188	epsilon=0.032429997478051455	avg=-196.87367720545092	independent_100_runs=-93.72801747084674
 e=155	episode_reward=-220.87460340580196	epsilon=0.03206237654628497	avg=-196.92657414788388	independent_100_runs=-357.7846996579514
 e=156	episode_reward=-90.2913846574734	epsilon=0.03123008701104387	avg=-197.12848252812208	independent_100_runs=-357.4529841676161
 e=157	episode_reward=-232.03093166456887	epsilon=0.030449838560234133	avg=-198.20628127486273	independent_100_runs=-244.65406338464388
 e=158	episode_reward=-296.29856716598005	epsilon=0.029603105822140773	avg=-198.55310502914782	independent_100_runs=-351.6675934206337
 e=159	episode_reward=-14.651681596695923	epsilon=0.029223659475557835	avg=-197.51904685704838	independent_100_runs=-240.39515054278087
 e=160	episode_reward=-242.1430006910635	epsilon=0.028587728065811523	avg=-197.77607052556192	independent_100_runs=-97.9146939701433
 e=161	episode_reward=-24.484418365866816	epsilon=0.028198727479550875	avg=-197.13656143197443	independent_100_runs=-352.977466532972
 e=162	episode_reward=-310.0485602203939	epsilon=0.027898594662852987	avg=-198.69618526589892	independent_100_runs=-332.5584171074304
 e=163	episode_reward=-261.1450981287702	epsilon=0.027532734906933583	avg=-200.01284240948698	independent_100_runs=-223.54452212438053
 e=164	episode_reward=-203.4829663689284	epsilon=0.02712009326272397	avg=-199.3453872649839	independent_100_runs=-209.45328025824926
 e=165	episode_reward=-257.2380846795537	epsilon=0.026402892323720454	avg=-201.66678048928787	independent_100_runs=-229.9341157831875
 e=166	episode_reward=-209.6187789053409	epsilon=0.025895587614127597	avg=-203.6122793119941	independent_100_runs=-164.31645614090937
 e=167	episode_reward=-206.25586485097682	epsilon=0.025319414341305517	avg=-204.24798535089113	independent_100_runs=-348.9620261428015
 e=168	episode_reward=-82.6722986874205	epsilon=0.024566161731056257	avg=-202.82044237631678	independent_100_runs=-221.78173928106364
 e=169	episode_reward=-341.69108056596764	epsilon=0.024241578811877173	avg=-204.97229440518106	independent_100_runs=-129.88276635911564
 e=170	episode_reward=-232.8079256304281	epsilon=0.023883039114631396	avg=-205.4317131798624	independent_100_runs=-143.38481493553508
 e=171	episode_reward=-69.61018988280702	epsilon=0.02338436160488844	avg=-204.68929539838237	independent_100_runs=-113.83743039136398
 e=172	episode_reward=-276.42501733232314	epsilon=0.022997066318117716	avg=-206.9347087998333	independent_100_runs=-279.4696418386486
 e=173	episode_reward=-206.00602445141146	epsilon=0.022494381149485137	avg=-206.9054047799295	independent_100_runs=-140.14778553014273
 e=174	episode_reward=-114.60161890116885	epsilon=0.022033510880309734	avg=-205.79990626895548	independent_100_runs=-135.0203200471834
 e=175	episode_reward=-84.33759186364773	epsilon=0.021629618260652694	avg=-205.97467757846118	independent_100_runs=-108.2330270103654
 e=176	episode_reward=-69.88973270406652	epsilon=0.021256499791566213	avg=-203.14113172310581	independent_100_runs=-83.9082972437854
 e=177	episode_reward=-154.469129717495	epsilon=0.020984038474989825	avg=-200.6866200260498	independent_100_runs=-168.46271143774408
 e=178	episode_reward=-169.29327088130972	epsilon=0.02071921314535501	avg=-202.81788026804156	independent_100_runs=-139.3508428412785
 e=179	episode_reward=-195.1615934280325	epsilon=0.02017128585840553	avg=-203.04517068025515	independent_100_runs=-155.90069708908305
 e=180	episode_reward=-62.385219751641166	epsilon=0.01980549027558923	avg=-202.44794412108706	independent_100_runs=-95.97413663793569
 e=181	episode_reward=-104.10396400138589	epsilon=0.01933772769906333	avg=-202.13565883480092	independent_100_runs=-109.58224642929274
 e=182	episode_reward=-313.39659301895495	epsilon=0.01894342604451264	avg=-203.95326979036258	independent_100_runs=-239.84188621849054
 e=183	episode_reward=-142.0664520716038	epsilon=0.018573874112202203	avg=-202.79260126841262	independent_100_runs=-162.19899543508728
 e=184	episode_reward=-169.1501291299133	epsilon=0.018180596620575116	avg=-206.8394983688384	independent_100_runs=-251.9830692916022
 e=185	episode_reward=-331.4809576908343	epsilon=0.01785804327837135	avg=-209.8589127594028	independent_100_runs=-194.11022069463772
 e=186	episode_reward=-108.64829430342817	epsilon=0.01718010580987462	avg=-209.07501407998058	independent_100_runs=-147.87636553153004
 e=187	episode_reward=-295.7020072139028	epsilon=0.016604111913513697	avg=-212.03650752703416	independent_100_runs=-202.28182467808674
 e=188	episode_reward=-220.56871874752616	epsilon=0.01627693988664626	avg=-216.91090086564276	independent_100_runs=-209.75787064677505
 e=189	episode_reward=-56.54862803727315	epsilon=0.016012161947316503	avg=-219.64008702319188	independent_100_runs=-459.7337141778093
 e=190	episode_reward=-530.3382702599989	epsilon=0.01577376008204608	avg=-222.17796717536478	independent_100_runs=-276.3520710586193
 e=191	episode_reward=-314.27511410223906	epsilon=0.015436683542878324	avg=-221.46780377150554	independent_100_runs=-238.2470024661903
 e=192	episode_reward=-243.09317275604297	epsilon=0.015131001596967621	avg=-221.93613796620576	independent_100_runs=-308.97056883673895
 e=193	episode_reward=-190.09916702408748	epsilon=0.014812103638294678	avg=-221.4913090728498	independent_100_runs=-139.66729004278912
 e=194	episode_reward=-38.70115551414541	epsilon=0.014501376846802983	avg=-220.84648402835995	independent_100_runs=-197.23825213028613
 e=195	episode_reward=-240.8284329952862	epsilon=0.01409954031073106	avg=-222.00804760664101	independent_100_runs=-214.94308226845675
 e=196	episode_reward=-336.9201897598924	epsilon=0.01394807707584897	avg=-223.27203839611354	independent_100_runs=-185.74132577695815
 e=197	episode_reward=-194.0007669613784	epsilon=0.013665038402700752	avg=-222.84304034589985	independent_100_runs=-297.54337725812763
 e=198	episode_reward=-255.2371285004238	epsilon=0.013446782049793143	avg=-224.60304635960895	independent_100_runs=-287.6494482552072
 e=199	episode_reward=-178.23894910038948	epsilon=0.013238629652248476	avg=-224.06806220489688	independent_100_runs=-337.7896712727265
 e=200	episode_reward=-55.49496552295874	epsilon=0.012911750580735798	avg=-223.82587438723786	independent_100_runs=-280.8678959998663
 e=201	episode_reward=-25.903048725025783	epsilon=0.012635833603571569	avg=-220.44864261170315	independent_100_runs=-167.45217661245408
 e=202	episode_reward=-53.72552629294217	epsilon=0.012349746904919036	avg=-219.40109434071425	independent_100_runs=-197.1560342250324
 e=203	episode_reward=-498.4397779399275	epsilon=0.01199073291351643	avg=-223.5002489834495	independent_100_runs=-150.51526527115195
 e=204	episode_reward=-201.94914710322928	epsilon=0.011711050862133006	avg=-224.79180893287673	independent_100_runs=-104.21399503322809
 e=205	episode_reward=-221.89074024330887	epsilon=0.011338809371023688	avg=-223.70270364967678	independent_100_runs=-104.71288630834489
 e=206	episode_reward=-137.00591988382266	epsilon=0.010963039984828064	avg=-219.42358107322607	independent_100_runs=-130.04504899813054
 e=207	episode_reward=3.1071801043413387	epsilon=0.010442950774724829	avg=-217.3946258194167	independent_100_runs=-149.17803395782113
 e=208	episode_reward=-327.3130875737678	epsilon=0.010157636617303501	avg=-222.43457956246692	independent_100_runs=-292.8301964092443
 e=209	episode_reward=-377.04355231491377	epsilon=0.01	avg=-223.96084068038138	independent_100_runs=-338.2453999606176
 e=210	episode_reward=-114.22411545661103	epsilon=0.01	avg=-223.8052364896036	independent_100_runs=-123.383933993726
 e=211	episode_reward=-339.98351225517683	epsilon=0.01	avg=-224.18193511032183	independent_100_runs=-188.84695224210023
 e=212	episode_reward=-219.16656985273758	epsilon=0.01	avg=-223.1477321307735	independent_100_runs=-168.80138127974206
 e=213	episode_reward=-269.8752465851462	epsilon=0.01	avg=-222.9459020004262	independent_100_runs=-172.9541134741611
 e=214	episode_reward=-266.5296215112503	epsilon=0.01	avg=-223.9811030445475	independent_100_runs=-319.25670562164703
 e=215	episode_reward=-207.12587481479298	epsilon=0.01	avg=-220.17634445884508	independent_100_runs=-94.72476231609691
 e=216	episode_reward=-568.294485084675	epsilon=0.01	avg=-220.37314802507188	independent_100_runs=-307.91389496615767
 e=217	episode_reward=-102.25363840461958	epsilon=0.01	avg=-219.54406001237004	independent_100_runs=-207.31749647639413
 e=218	episode_reward=-471.2741900743238	epsilon=0.01	avg=-219.51487885808652	independent_100_runs=-82.35920367402272
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 e=220	episode_reward=-238.76138524510426	epsilon=0.01	avg=-214.9680290300779	independent_100_runs=-153.3980899024618
 e=221	episode_reward=-375.23473893157984	epsilon=0.01	avg=-215.7937979117361	independent_100_runs=-185.15847809277227
 e=222	episode_reward=-127.56193293795727	epsilon=0.01	avg=-214.35404739088526	independent_100_runs=-161.980758799793
 e=223	episode_reward=-92.53087844060785	epsilon=0.01	avg=-213.89698410670192	independent_100_runs=-207.7787775362106
 e=224	episode_reward=-209.67606393022345	epsilon=0.01	avg=-214.27203089414587	independent_100_runs=-131.698529046536
 e=225	episode_reward=-205.99477938070123	epsilon=0.01	avg=-214.87489102130522	independent_100_runs=-98.93924878393574
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 e=227	episode_reward=-218.32894089955744	epsilon=0.01	avg=-212.4717001510127	independent_100_runs=-103.67558087622295
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 e=232	episode_reward=-121.7034613705887	epsilon=0.01	avg=-207.4032814155353	independent_100_runs=-163.65089846839135
 e=233	episode_reward=-166.11294540693171	epsilon=0.01	avg=-208.67964896473407	independent_100_runs=-117.88465085420292
 e=234	episode_reward=-42.11205177807152	epsilon=0.01	avg=-205.60022873860257	independent_100_runs=-119.38235696793414
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 e=272	episode_reward=-252.9587407510561	epsilon=0.01	avg=-205.96337729858936	independent_100_runs=-163.03026179856897
 e=273	episode_reward=-323.42955560413634	epsilon=0.01	avg=-207.13761261011663	independent_100_runs=-355.92644557487847
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 e=283	episode_reward=-80.62941936646712	epsilon=0.01	avg=-219.93702593569725	independent_100_runs=-112.01217224567716
 e=284	episode_reward=-83.54545368421486	epsilon=0.01	avg=-219.08097918124025	independent_100_runs=-122.22280172520081
 e=285	episode_reward=-86.54711157466667	epsilon=0.01	avg=-216.63164072007854	independent_100_runs=-380.8872339940575
 e=286	episode_reward=-291.1399259764331	epsilon=0.01	avg=-218.4565570368086	independent_100_runs=-423.84682842873343
 e=287	episode_reward=-425.05864759136614	epsilon=0.01	avg=-219.7501234405832	independent_100_runs=-434.7316827549109
 e=288	episode_reward=-562.7508560308481	epsilon=0.01	avg=-223.17194481341645	independent_100_runs=-450.6502244745785
 e=289	episode_reward=-182.57338306956973	epsilon=0.01	avg=-224.4321923637394	independent_100_runs=-423.3210816696812
 e=290	episode_reward=-297.3133906168363	epsilon=0.01	avg=-222.10194356730776	independent_100_runs=-248.05557953549385
 e=291	episode_reward=-297.03918007234245	epsilon=0.01	avg=-221.92958422700877	independent_100_runs=-167.62882138698285
 e=292	episode_reward=-285.3127098614638	epsilon=0.01	avg=-222.35177959806296	independent_100_runs=-181.6666644177137
 e=293	episode_reward=-120.86900781671655	epsilon=0.01	avg=-221.65947800598929	independent_100_runs=-167.02430812286076
 e=294	episode_reward=-234.5059703843255	epsilon=0.01	avg=-223.61752615469106	independent_100_runs=-175.78802956868748
 e=295	episode_reward=-165.2118591213585	epsilon=0.01	avg=-222.86136041595182	independent_100_runs=-294.2013925017025
 e=296	episode_reward=-243.75952623173657	epsilon=0.01	avg=-221.92975378067024	independent_100_runs=-157.72170409798736
 e=297	episode_reward=-276.5871674451422	epsilon=0.01	avg=-222.7556177855079	independent_100_runs=-225.3230406165672
 e=298	episode_reward=-266.52576446340845	epsilon=0.01	avg=-222.86850414513773	independent_100_runs=-177.42395349001893
 e=299	episode_reward=-202.04387407562086	epsilon=0.01	avg=-223.10655339489006	independent_100_runs=-208.07831664794335
 e=300	episode_reward=-220.92539553593258	epsilon=0.01	avg=-224.76085769501978	independent_100_runs=-281.6729366415415
 e=301	episode_reward=-232.743221823052	epsilon=0.01	avg=-226.82925942600002	independent_100_runs=-151.9582463999164
 e=302	episode_reward=-82.28111531552976	epsilon=0.01	avg=-227.11481531622593	independent_100_runs=-99.6467366538031
 e=303	episode_reward=-19.46879222404627	epsilon=0.01	avg=-222.32510545906712	independent_100_runs=-122.97507934240554
 e=304	episode_reward=31.17611243430585	epsilon=0.01	avg=-219.99385286369176	independent_100_runs=-202.80595804893414
 e=305	episode_reward=-168.71542643640367	epsilon=0.01	avg=-219.4620997256227	independent_100_runs=-176.3618502180815
 e=306	episode_reward=177.928409790195	epsilon=0.01	avg=-216.3127564288825	independent_100_runs=-108.4064694111814
 e=307	episode_reward=-126.1512465122951	epsilon=0.01	avg=-217.6053406950489	independent_100_runs=-100.78802689808518
 e=308	episode_reward=-106.56046087773363	epsilon=0.01	avg=-215.39781442808854	independent_100_runs=-110.64424534633619
 e=309	episode_reward=21.970622242141914	epsilon=0.01	avg=-211.40767268251798	independent_100_runs=-119.9587301164145
 e=310	episode_reward=-492.5007572950704	epsilon=0.01	avg=-215.19043910090258	independent_100_runs=-183.90561089269002
 e=311	episode_reward=-207.60043722902162	epsilon=0.01	avg=-213.86660835064106	independent_100_runs=-131.2185340826125
 e=312	episode_reward=-76.28112427758246	epsilon=0.01	avg=-212.4377538948895	independent_100_runs=-317.67336499660485
 e=313	episode_reward=-581.7013325932094	epsilon=0.01	avg=-215.55601475497016	independent_100_runs=-193.9629099292589
 e=314	episode_reward=-396.099302134498	epsilon=0.01	avg=-216.85171156120265	independent_100_runs=-445.64381469134264
 e=315	episode_reward=-274.11061822748417	epsilon=0.01	avg=-217.52155899532957	independent_100_runs=-76.80747492741189
 e=316	episode_reward=-196.8282685519806	epsilon=0.01	avg=-213.8068968300026	independent_100_runs=-130.3470959532557
 e=317	episode_reward=-50.75942865850358	epsilon=0.01	avg=-213.29195473254148	independent_100_runs=-173.13856487467746
 e=318	episode_reward=-94.06801605221604	epsilon=0.01	avg=-209.5198929923204	independent_100_runs=-183.53972928145922
 e=319	episode_reward=-152.55324287584807	epsilon=0.01	avg=-209.8650622512262	independent_100_runs=-145.60729716375093
 e=320	episode_reward=-77.72459755516694	epsilon=0.01	avg=-208.25469437432682	independent_100_runs=-158.87179767611616
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 e=322	episode_reward=-82.33662109421229	epsilon=0.01	avg=-205.74181525979944	independent_100_runs=-108.07464326002271
 e=323	episode_reward=-213.04405514268706	epsilon=0.01	avg=-206.94694702682028	independent_100_runs=-228.28890517559333
 e=324	episode_reward=-289.48133910551957	epsilon=0.01	avg=-207.74499977857326	independent_100_runs=-529.1938432780081
 e=325	episode_reward=-659.693974866069	epsilon=0.01	avg=-212.28199173342693	independent_100_runs=-510.3101047917313
 e=326	episode_reward=-66.79840108610675	epsilon=0.01	avg=-211.53863935779083	independent_100_runs=-188.60393148814288
 e=327	episode_reward=-300.0635971035819	epsilon=0.01	avg=-212.35598591983103	independent_100_runs=-345.4142410756656
 e=328	episode_reward=-447.2228467657042	epsilon=0.01	avg=-216.90631987183886	independent_100_runs=-359.46550926993916
 e=329	episode_reward=-474.98007763006325	epsilon=0.01	avg=-220.04944825992558	independent_100_runs=-404.6948994115677
 e=330	episode_reward=-353.4243376695375	epsilon=0.01	avg=-221.95284746322614	independent_100_runs=-263.3706752709487
 e=331	episode_reward=-310.09797135993506	epsilon=0.01	avg=-222.69165144887924	independent_100_runs=-227.07464265890118
 e=332	episode_reward=-246.61725908918723	epsilon=0.01	avg=-223.9407894260652	independent_100_runs=-369.62998577534535
 e=333	episode_reward=-388.267697628528	epsilon=0.01	avg=-226.1623369482812	independent_100_runs=-187.7693588793346
 e=334	episode_reward=-410.85416353061345	epsilon=0.01	avg=-229.84975806580664	independent_100_runs=-193.48999344885058
 e=335	episode_reward=-328.72333127563456	epsilon=0.01	avg=-231.82918691812299	independent_100_runs=-217.917466657821
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 e=337	episode_reward=-265.93053923189655	epsilon=0.01	avg=-233.88256371304556	independent_100_runs=-315.2442087092799
 e=338	episode_reward=-265.3631777262556	epsilon=0.01	avg=-234.34009697172462	independent_100_runs=-176.89606129680112
 e=339	episode_reward=-158.49001114288174	epsilon=0.01	avg=-233.174110163287	independent_100_runs=-177.5379461138803
 e=340	episode_reward=-158.11943049717797	epsilon=0.01	avg=-232.9798467327294	independent_100_runs=-143.10144245496454
 e=341	episode_reward=-92.14494750244042	epsilon=0.01	avg=-232.97369426553914	independent_100_runs=-142.68723596952933
 e=342	episode_reward=-569.3857506060497	epsilon=0.01	avg=-235.1131254895009	independent_100_runs=-202.1784722308457
 e=343	episode_reward=-223.69701131530422	epsilon=0.01	avg=-234.53795008173176	independent_100_runs=-288.88717488522076
 e=344	episode_reward=-88.82060849899807	epsilon=0.01	avg=-234.61590409983836	independent_100_runs=-301.5775603087983
 e=345	episode_reward=-243.15252226686604	epsilon=0.01	avg=-234.7272460326564	independent_100_runs=-278.5696312921565
 e=346	episode_reward=-323.89564746930284	epsilon=0.01	avg=-233.73392844084538	independent_100_runs=-211.0514599153776
 e=347	episode_reward=-447.9633914607723	epsilon=0.01	avg=-237.98565731175302	independent_100_runs=-316.0786532002327
 e=348	episode_reward=-369.0878405204283	epsilon=0.01	avg=-239.77185748266027	independent_100_runs=-236.76165158157943
 e=349	episode_reward=-161.1915519208813	epsilon=0.01	avg=-239.94591396183532	independent_100_runs=-196.25443965803674
 e=350	episode_reward=-253.98926462167043	epsilon=0.01	avg=-241.36290265995797	independent_100_runs=-208.40254150856327
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 e=353	episode_reward=-185.25197661561188	epsilon=0.01	avg=-240.23387737223965	independent_100_runs=-239.19639549756118
 e=354	episode_reward=-266.4936407027809	epsilon=0.01	avg=-241.84315492068185	independent_100_runs=-212.00638285869172
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 e=356	episode_reward=-420.8247602133654	epsilon=0.01	avg=-241.7929146204637	independent_100_runs=-216.93782949533332
 e=357	episode_reward=-32.82969281501734	epsilon=0.01	avg=-234.36766451527217	independent_100_runs=-186.2324109602487
 e=358	episode_reward=-112.90064688594038	epsilon=0.01	avg=-230.5798421835182	independent_100_runs=-428.98432050139365
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 e=360	episode_reward=-463.749937636957	epsilon=0.01	avg=-232.4348694624494	independent_100_runs=-150.66540290873962
 e=361	episode_reward=-101.37907067398334	epsilon=0.01	avg=-229.28941980208145	independent_100_runs=-251.50107050063633
 e=362	episode_reward=-287.9742015683578	epsilon=0.01	avg=-231.0842535992085	independent_100_runs=-261.22857808737865
 e=363	episode_reward=-261.5445347669026	epsilon=0.01	avg=-231.48711719207876	independent_100_runs=-179.12808674491495
 e=364	episode_reward=-69.93016170806499	epsilon=0.01	avg=-231.31572921924405	independent_100_runs=-152.33806010421972
 e=365	episode_reward=-338.37469992949656	epsilon=0.01	avg=-232.3495878110449	independent_100_runs=-97.5473745689162
 e=366	episode_reward=-471.62898684053073	epsilon=0.01	avg=-234.54971832402757	independent_100_runs=-520.0491193081587
 e=367	episode_reward=-357.8786917527412	epsilon=0.01	avg=-234.53804752700978	independent_100_runs=-323.79456150977
 e=368	episode_reward=19.665151659928384	epsilon=0.01	avg=-232.17855511519906	independent_100_runs=-164.9161532051746
 e=369	episode_reward=-116.97635992315766	epsilon=0.01	avg=-232.46155881860508	independent_100_runs=-199.04591713269815
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 e=375	episode_reward=-113.56151311937232	epsilon=0.01	avg=-239.0188870871984	independent_100_runs=-163.6879796482339
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 e=379	episode_reward=-274.66458455926346	epsilon=0.01	avg=-238.2054952361624	independent_100_runs=-294.44948009681775
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 e=383	episode_reward=-8.153340635983241	epsilon=0.01	avg=-239.55495120769723	independent_100_runs=-138.69319085775965
 e=384	episode_reward=-523.9012906187579	epsilon=0.01	avg=-243.9585095770427	independent_100_runs=-206.62869462305207
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 e=438	episode_reward=-242.25098229365946	epsilon=0.01	avg=-239.99073032769812	independent_100_runs=-194.85127958205948
 e=439	episode_reward=-168.45963841849402	epsilon=0.01	avg=-240.09042660045424	independent_100_runs=-320.72971250097623
 e=440	episode_reward=-118.91174188872375	epsilon=0.01	avg=-239.6983497143697	independent_100_runs=-115.09068224821254
 e=441	episode_reward=-305.70085147234147	epsilon=0.01	avg=-241.83390875406872	independent_100_runs=-385.21055003228895
 e=442	episode_reward=-217.24293011881244	epsilon=0.01	avg=-238.31248054919632	independent_100_runs=-240.16586238384636
 e=443	episode_reward=-100.92059358004437	epsilon=0.01	avg=-237.08471637184374	independent_100_runs=-210.20931735687017
 e=444	episode_reward=-285.66576516419957	epsilon=0.01	avg=-239.0531679384957	independent_100_runs=-222.2180196160207
 e=445	episode_reward=-181.73819534608097	epsilon=0.01	avg=-238.4390246692879	independent_100_runs=-296.47448282159314
 e=446	episode_reward=33.665870367706674	epsilon=0.01	avg=-234.8634094909178	independent_100_runs=-288.1318110899964
 e=447	episode_reward=-424.4711882823247	epsilon=0.01	avg=-234.6284874591333	independent_100_runs=-121.2312363398008
 e=448	episode_reward=-188.78140657908025	epsilon=0.01	avg=-232.82542311971986	independent_100_runs=-176.46495485176433
 e=449	episode_reward=-281.5616534484981	epsilon=0.01	avg=-234.029124134996	independent_100_runs=-366.13818320034574
 e=450	episode_reward=-248.51764930492791	epsilon=0.01	avg=-233.9744079818286	independent_100_runs=-133.66173151555589
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 e=453	episode_reward=-188.7782607300677	epsilon=0.01	avg=-235.35533498182238	independent_100_runs=-315.5673502807967
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 e=460	episode_reward=-266.68131220960083	epsilon=0.01	avg=-236.69178877448877	independent_100_runs=-162.16067046082765
 e=461	episode_reward=-71.04299684897734	epsilon=0.01	avg=-236.38842803623874	independent_100_runs=-138.86252977399644
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 e=463	episode_reward=-197.18756897505864	epsilon=0.01	avg=-234.94029955406418	independent_100_runs=-180.32688808804573
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 e=480	episode_reward=-249.6698686927277	epsilon=0.01	avg=-234.6102597846565	independent_100_runs=-239.2568977105641
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 e=660	episode_reward=-321.2500661627214	epsilon=0.01	avg=-267.90328737298483	independent_100_runs=-154.72327961028358
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 e=662	episode_reward=-169.9394269317737	epsilon=0.01	avg=-269.81624391003487	independent_100_runs=-160.2848000952686
 e=663	episode_reward=-120.91330587446959	epsilon=0.01	avg=-269.88513083709864	independent_100_runs=-108.75445212615445
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 e=665	episode_reward=-239.3612621107332	epsilon=0.01	avg=-273.6611331294569	independent_100_runs=-207.04916914199256
 e=666	episode_reward=-207.43189146786858	epsilon=0.01	avg=-270.5781277221107	independent_100_runs=-106.37914804747241
 e=667	episode_reward=-251.65484348789607	epsilon=0.01	avg=-272.0645937314493	independent_100_runs=-200.34002972426305
 e=668	episode_reward=-455.16305854682287	epsilon=0.01	avg=-276.3045188071348	independent_100_runs=-222.7965974966979
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 e=677	episode_reward=-390.167382475736	epsilon=0.01	avg=-278.76366097656285	independent_100_runs=-203.2716972955955
 e=678	episode_reward=-151.98223728487076	epsilon=0.01	avg=-277.8554008425776	independent_100_runs=-289.4453046952602
 e=679	episode_reward=-259.5698145099234	epsilon=0.01	avg=-276.87964419722186	independent_100_runs=-397.99890497826
 e=680	episode_reward=-279.0258485967737	epsilon=0.01	avg=-276.9370787581125	independent_100_runs=-251.9513074941853
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 e=742	episode_reward=-366.1158460298638	epsilon=0.01	avg=-308.81274386368574	independent_100_runs=-293.88295456164525
 e=743	episode_reward=-313.46498931402186	epsilon=0.01	avg=-309.7311974151334	independent_100_runs=-526.4586406423269
 e=744	episode_reward=-439.9499144792911	epsilon=0.01	avg=-312.48510214384044	independent_100_runs=-600.7128533952499
 e=745	episode_reward=-297.5916129020137	epsilon=0.01	avg=-312.0876007869914	independent_100_runs=-326.20998188516694
 e=746	episode_reward=-223.47646464921817	epsilon=0.01	avg=-311.1063962978258	independent_100_runs=-287.4766009530094
 e=747	episode_reward=-327.3880248786676	epsilon=0.01	avg=-312.75911924024683	independent_100_runs=-338.03207494429915
 e=748	episode_reward=-307.9943150013506	epsilon=0.01	avg=-312.51445915693347	independent_100_runs=-287.7585399819342
 e=749	episode_reward=-299.7034347432498	epsilon=0.01	avg=-307.5204976968737	independent_100_runs=-333.6015845943893
 e=750	episode_reward=-411.76128533232963	epsilon=0.01	avg=-307.7764784575947	independent_100_runs=-503.900917297951
 e=751	episode_reward=-224.57219407452249	epsilon=0.01	avg=-307.4014318406233	independent_100_runs=-361.40675420683743
 e=752	episode_reward=-312.0419995501836	epsilon=0.01	avg=-307.07700600747313	independent_100_runs=-306.44908891111356
 e=753	episode_reward=-233.3492050644876	epsilon=0.01	avg=-306.44646089031465	independent_100_runs=-270.7701188085229
 e=754	episode_reward=-222.49138049332495	epsilon=0.01	avg=-310.5019108744459	independent_100_runs=-552.9172025980389
 e=755	episode_reward=-213.44173647448935	epsilon=0.01	avg=-311.49294785317664	independent_100_runs=-198.7260675416884
 e=756	episode_reward=-192.41608778874848	epsilon=0.01	avg=-308.2703359432394	independent_100_runs=-184.7703899589066
 e=757	episode_reward=-228.5013021903341	epsilon=0.01	avg=-309.9080582573608	independent_100_runs=-276.6712290607367
 e=758	episode_reward=22.725518348086936	epsilon=0.01	avg=-308.3487529085203	independent_100_runs=-243.81934112168452
 e=759	episode_reward=-165.78568393681877	epsilon=0.01	avg=-304.77439241742593	independent_100_runs=-279.4181039783683
 e=760	episode_reward=-245.6098290557444	epsilon=0.01	avg=-304.01799004635615	independent_100_runs=-169.03590209545152
 e=761	episode_reward=-241.7380435223778	epsilon=0.01	avg=-303.87924465495047	independent_100_runs=-174.39111401697699
 e=762	episode_reward=-345.45058586448897	epsilon=0.01	avg=-305.6343562442776	independent_100_runs=-254.29322357017176
 e=763	episode_reward=-32.87589135414768	epsilon=0.01	avg=-304.7539820990744	independent_100_runs=-231.35980254645355
 e=764	episode_reward=-241.7548930988275	epsilon=0.01	avg=-303.31535971565086	independent_100_runs=-246.64071730688516
 e=765	episode_reward=-239.5451955297783	epsilon=0.01	avg=-303.3171990498413	independent_100_runs=-234.04932970924344
 e=766	episode_reward=-230.49676898807414	epsilon=0.01	avg=-303.5478478250434	independent_100_runs=-221.35436139566474
 e=767	episode_reward=-235.44105232919065	epsilon=0.01	avg=-303.38570991345637	independent_100_runs=-266.82715839686045
 e=768	episode_reward=-206.0090264369075	epsilon=0.01	avg=-300.89416959235723	independent_100_runs=-192.82296177381727
 e=769	episode_reward=-191.60129367458438	epsilon=0.01	avg=-301.9643398273431	independent_100_runs=-185.2466352561964
 e=770	episode_reward=-223.43648624866438	epsilon=0.01	avg=-302.1700792959325	independent_100_runs=-169.24735688054884
 e=771	episode_reward=-245.0854298177363	epsilon=0.01	avg=-303.3215189894068	independent_100_runs=-250.23111623106482
 e=772	episode_reward=-225.52046032938753	epsilon=0.01	avg=-302.3390696068264	independent_100_runs=-229.91105589787446
 e=773	episode_reward=-175.69218570046226	epsilon=0.01	avg=-303.0467910962072	independent_100_runs=-250.05197413432364
 e=774	episode_reward=-97.10082925132225	epsilon=0.01	avg=-302.94809210583753	independent_100_runs=-233.8884165928061
 e=775	episode_reward=-376.53877055742566	epsilon=0.01	avg=-299.7508239573426	independent_100_runs=-186.66124007505772
 e=776	episode_reward=-183.6027702595104	epsilon=0.01	avg=-297.42417598907605	independent_100_runs=-179.6820064337284
 e=777	episode_reward=-243.098726949173	epsilon=0.01	avg=-295.9534894338104	independent_100_runs=-165.28736788522963
 e=778	episode_reward=-152.162095991706	epsilon=0.01	avg=-295.95528802087875	independent_100_runs=-142.5056420695481
 e=779	episode_reward=-226.5011193624449	epsilon=0.01	avg=-295.624601069404	independent_100_runs=-150.17239479379742
 e=780	episode_reward=36.46682960377797	epsilon=0.01	avg=-292.4696742873985	independent_100_runs=-185.80420324441621
 e=781	episode_reward=-131.8158182887025	epsilon=0.01	avg=-290.2482187204221	independent_100_runs=-171.22272589244986
 e=782	episode_reward=-115.79829146041438	epsilon=0.01	avg=-284.53160697205055	independent_100_runs=-79.20603568574178
 e=783	episode_reward=-288.89657112702207	epsilon=0.01	avg=-282.9300781399734	independent_100_runs=-58.33342379197891
 e=784	episode_reward=-626.8188396202335	epsilon=0.01	avg=-286.21370329827414	independent_100_runs=-258.66966855381025
 e=785	episode_reward=-116.42209620344977	epsilon=0.01	avg=-287.1248996467112	independent_100_runs=-173.64431046363694
 e=786	episode_reward=-464.2410513665574	epsilon=0.01	avg=-290.36433511733657	independent_100_runs=-174.7889170762837
 e=787	episode_reward=-171.6194631161805	epsilon=0.01	avg=-289.472139765029	independent_100_runs=-138.87645445962508
 e=788	episode_reward=-88.109860004026	epsilon=0.01	avg=-289.06651828324806	independent_100_runs=-255.44012567100302
 e=789	episode_reward=-415.2186145860475	epsilon=0.01	avg=-288.6186815644952	independent_100_runs=-471.6597787059696
 e=790	episode_reward=-369.9251473496503	epsilon=0.01	avg=-290.90313273961243	independent_100_runs=-184.88181421815287
 e=791	episode_reward=-414.0301710349591	epsilon=0.01	avg=-292.86408040709796	independent_100_runs=-195.5221290830236
 e=792	episode_reward=-145.64581570232644	epsilon=0.01	avg=-290.2159669106475	independent_100_runs=-176.62313690415797
 e=793	episode_reward=-367.2441145522239	epsilon=0.01	avg=-293.5158103694905	independent_100_runs=-188.31917484756585
 e=794	episode_reward=-278.59943886548064	epsilon=0.01	avg=-291.4628843234847	independent_100_runs=-195.78359173191282
 e=795	episode_reward=-101.85317943957139	epsilon=0.01	avg=-290.2759034713457	independent_100_runs=-171.06338258924907
 e=796	episode_reward=-145.21358029150647	epsilon=0.01	avg=-290.57585003244407	independent_100_runs=-206.2532395363699
 e=797	episode_reward=-305.3501912715609	epsilon=0.01	avg=-289.6124573103302	independent_100_runs=-215.43609603407333
 e=798	episode_reward=-548.8943322022321	epsilon=0.01	avg=-293.59678367336454	independent_100_runs=-586.753068487333
 e=799	episode_reward=-364.2064846122971	epsilon=0.01	avg=-294.17679883097867	independent_100_runs=-507.72700600570556
 e=800	episode_reward=-476.19863144578073	epsilon=0.01	avg=-297.5962465066258	independent_100_runs=-372.08506574334604
 e=801	episode_reward=-261.537998084051	epsilon=0.01	avg=-299.3151813858986	independent_100_runs=-409.2878151910364
 e=802	episode_reward=-229.56626818811338	epsilon=0.01	avg=-299.765817761138	independent_100_runs=-278.7294456553127
 e=803	episode_reward=-224.6082519381048	epsilon=0.01	avg=-298.2775235139836	independent_100_runs=-210.88276104624344
 e=804	episode_reward=-132.51640147322718	epsilon=0.01	avg=-297.19803692894743	independent_100_runs=-147.58597418457444
 e=805	episode_reward=-236.8994400719509	epsilon=0.01	avg=-292.7822258727807	independent_100_runs=-213.83616302865903
 e=806	episode_reward=-271.935727995506	epsilon=0.01	avg=-292.66775545568385	independent_100_runs=-231.91747195486923
 e=807	episode_reward=-223.43815044726801	epsilon=0.01	avg=-289.11084940113466	independent_100_runs=-305.0123823807646
 e=808	episode_reward=-282.6764479160725	epsilon=0.01	avg=-286.998688011398	independent_100_runs=-208.46936864017385
 e=809	episode_reward=-178.71683147421086	epsilon=0.01	avg=-286.40595076962137	independent_100_runs=-149.8169976435771
 e=810	episode_reward=-155.6449733227651	epsilon=0.01	avg=-284.1264672931692	independent_100_runs=-103.21150447565081
 e=811	episode_reward=-227.90050027376356	epsilon=0.01	avg=-285.21855502173844	independent_100_runs=-156.81703331692228
 e=812	episode_reward=-149.91560350031503	epsilon=0.01	avg=-281.71844933040416	independent_100_runs=-141.50488648924522
 e=813	episode_reward=-132.1279197737388	epsilon=0.01	avg=-280.4382578053118	independent_100_runs=-143.1377902589863
 e=814	episode_reward=-140.93758774653975	epsilon=0.01	avg=-278.0179997458426	independent_100_runs=-158.54978964315814
 e=815	episode_reward=-207.52008236247823	epsilon=0.01	avg=-276.0542619610223	independent_100_runs=-221.55469818971386
 e=816	episode_reward=-218.05960811801907	epsilon=0.01	avg=-276.31182830389133	independent_100_runs=-286.98863308046094
 e=817	episode_reward=-189.89339479176496	epsilon=0.01	avg=-274.8007891955844	independent_100_runs=-215.19520369836687
 e=818	episode_reward=-235.23149760387622	epsilon=0.01	avg=-274.53224805770094	independent_100_runs=-313.43557348528515
 e=819	episode_reward=-427.4445491852353	epsilon=0.01	avg=-277.19733096507355	independent_100_runs=-269.762232190117
 e=820	episode_reward=-286.0497824433262	epsilon=0.01	avg=-278.14135688502574	independent_100_runs=-454.8737375776151
 e=821	episode_reward=-455.9156004434168	epsilon=0.01	avg=-280.48539343519985	independent_100_runs=-299.044740307355
 e=822	episode_reward=-331.25927385400087	epsilon=0.01	avg=-280.2832443383926	independent_100_runs=-289.83102209901995
 e=823	episode_reward=-167.40925148386145	epsilon=0.01	avg=-278.53126688135353	independent_100_runs=-241.07665890836316
 e=824	episode_reward=-288.7375129370881	epsilon=0.01	avg=-281.4570417568219	independent_100_runs=-189.00676643764677
 e=825	episode_reward=-157.31768209649675	epsilon=0.01	avg=-277.5162255180348	independent_100_runs=-153.52245572011034
 e=826	episode_reward=-124.64467451923299	epsilon=0.01	avg=-271.41017189431955	independent_100_runs=-171.45929883243568
 e=827	episode_reward=-152.76416912519346	epsilon=0.01	avg=-267.235325335341	independent_100_runs=-234.5111363782893
 e=828	episode_reward=-185.9967664160098	epsilon=0.01	avg=-261.68921351160924	independent_100_runs=-215.04962770302873
 e=829	episode_reward=-405.9341850721322	epsilon=0.01	avg=-262.8964898697369	independent_100_runs=-177.26330991388784
 e=830	episode_reward=-487.3812961412579	epsilon=0.01	avg=-262.8893238911169	independent_100_runs=-629.54294043753
 e=831	episode_reward=-345.01270400718295	epsilon=0.01	avg=-264.3129970031021	independent_100_runs=-379.6141627921365
 e=832	episode_reward=-570.9312164989121	epsilon=0.01	avg=-264.1780771619339	independent_100_runs=-166.6942218479192
 e=833	episode_reward=-205.94582157107465	epsilon=0.01	avg=-262.5948182047587	independent_100_runs=-475.92288691298546
 e=834	episode_reward=-682.0425732149098	epsilon=0.01	avg=-263.9698424381435	independent_100_runs=-611.3617272865347
 e=835	episode_reward=-438.88294439804343	epsilon=0.01	avg=-264.6579186980787	independent_100_runs=-564.9942602243567
 e=836	episode_reward=-715.1370432854009	epsilon=0.01	avg=-268.2552856051292	independent_100_runs=-637.4472848302318
 e=837	episode_reward=-655.0932632642839	epsilon=0.01	avg=-270.4091711135436	independent_100_runs=-594.9610801492742
 e=838	episode_reward=-665.6481549411632	epsilon=0.01	avg=-271.54293760309974	independent_100_runs=-511.8860941989726
 e=839	episode_reward=-344.09370330100126	epsilon=0.01	avg=-272.7626172146388	independent_100_runs=-100.1359531226372
 e=840	episode_reward=-514.4043676382619	epsilon=0.01	avg=-275.6697738190223	independent_100_runs=-489.8908302208412
 e=841	episode_reward=-376.03522552813	epsilon=0.01	avg=-276.9942472226061	independent_100_runs=-324.13555278692786
 e=842	episode_reward=-137.4354489102232	epsilon=0.01	avg=-274.70744325140964	independent_100_runs=-110.28325080315184
 e=843	episode_reward=-390.89220974286246	epsilon=0.01	avg=-275.48171545569807	independent_100_runs=-359.91959786472086
 e=844	episode_reward=-251.20177068405258	epsilon=0.01	avg=-273.59423401774563	independent_100_runs=-456.3636979459029
 e=845	episode_reward=-525.266765779897	epsilon=0.01	avg=-275.8709855465245	independent_100_runs=-215.3156973253188
 e=846	episode_reward=-169.50609168049803	epsilon=0.01	avg=-275.3312818168373	independent_100_runs=-32.50626371671314
 e=847	episode_reward=-887.7647300022323	epsilon=0.01	avg=-280.93504886807295	independent_100_runs=-228.3827956198269
 e=848	episode_reward=-404.76943335437676	epsilon=0.01	avg=-281.9028000516032	independent_100_runs=-171.40948871390228
 e=849	episode_reward=-95.35995988217721	epsilon=0.01	avg=-279.8593653029925	independent_100_runs=-212.79949586637858
 e=850	episode_reward=-189.77006344437586	epsilon=0.01	avg=-277.639453084113	independent_100_runs=-140.58150948009765
 e=851	episode_reward=-134.21749555044377	epsilon=0.01	avg=-276.7359060988722	independent_100_runs=-36.87215592436427
 e=852	episode_reward=-122.71191708997117	epsilon=0.01	avg=-274.84260527427006	independent_100_runs=-50.52105404573669
 e=853	episode_reward=-545.2076353410174	epsilon=0.01	avg=-277.9611895770354	independent_100_runs=-454.4795303700435
 e=854	episode_reward=-563.2604164602367	epsilon=0.01	avg=-281.3688799367045	independent_100_runs=-255.14304220551122
 e=855	episode_reward=-336.85463828559875	epsilon=0.01	avg=-282.60300895481555	independent_100_runs=-291.2000551537192
 e=856	episode_reward=-314.5797486907593	epsilon=0.01	avg=-283.82464556383565	independent_100_runs=-314.6196010858899
 e=857	episode_reward=-277.01733952271024	epsilon=0.01	avg=-284.3098059371594	independent_100_runs=-309.7716161775897
 e=858	episode_reward=-311.1574512839959	epsilon=0.01	avg=-287.64863563348024	independent_100_runs=-333.387237330507
 e=859	episode_reward=-605.0898928642998	epsilon=0.01	avg=-292.0416777227551	independent_100_runs=-189.92062169226688
 e=860	episode_reward=-284.84604869382395	epsilon=0.01	avg=-292.43403991913584	independent_100_runs=-236.65688844445907
 e=861	episode_reward=-210.53821033814467	epsilon=0.01	avg=-292.12204158729355	independent_100_runs=-161.00491884106353
 e=862	episode_reward=-174.9499604018505	epsilon=0.01	avg=-290.4170353326672	independent_100_runs=-286.2379727692362
 e=863	episode_reward=-136.91829831903976	epsilon=0.01	avg=-291.4574594023161	independent_100_runs=-265.74290617765683
 e=864	episode_reward=-49.12666337015853	epsilon=0.01	avg=-289.53117710502937	independent_100_runs=-189.944097549301
 e=865	episode_reward=-418.82577608004334	epsilon=0.01	avg=-291.3239829105321	independent_100_runs=-204.9613461050073
 e=866	episode_reward=-297.1573730316463	epsilon=0.01	avg=-291.9905889509678	independent_100_runs=-216.01042180481716
 e=867	episode_reward=-254.49141868951904	epsilon=0.01	avg=-292.18109261457107	independent_100_runs=-329.6146889913755
 e=868	episode_reward=-154.99457172313757	epsilon=0.01	avg=-291.67094806743336	independent_100_runs=-284.9681464856713
 e=869	episode_reward=-385.80617694755256	epsilon=0.01	avg=-293.612996900163	independent_100_runs=-68.27727980463472
 e=870	episode_reward=-103.01690187340617	epsilon=0.01	avg=-292.4088010564104	independent_100_runs=-63.89930061808383
 e=871	episode_reward=-86.22269598774844	epsilon=0.01	avg=-290.8201737181106	independent_100_runs=-19.579594535430587
 e=872	episode_reward=-70.23182307003235	epsilon=0.01	avg=-289.26728734551705	independent_100_runs=-131.09811553931027
 e=873	episode_reward=-452.83315185796334	epsilon=0.01	avg=-292.038697007092	independent_100_runs=-162.42240321463615
 e=874	episode_reward=-26.03006503541637	epsilon=0.01	avg=-291.32798936493293	independent_100_runs=-248.5603232065713
 e=875	episode_reward=-238.69866842712096	epsilon=0.01	avg=-289.9495883436299	independent_100_runs=-162.99375865688813
 e=876	episode_reward=-517.1395632154873	epsilon=0.01	avg=-293.2849562731897	independent_100_runs=-165.9947095929927
 e=877	episode_reward=-332.5417967206606	epsilon=0.01	avg=-294.17938697090455	independent_100_runs=-166.62339567317807
 e=878	episode_reward=-295.7459146248592	epsilon=0.01	avg=-295.6152251572361	independent_100_runs=-107.13205499559199
 e=879	episode_reward=-138.27953844237317	epsilon=0.01	avg=-294.7330093480354	independent_100_runs=-141.82458652524775
 e=880	episode_reward=-42.5168404279046	epsilon=0.01	avg=-295.5228460483522	independent_100_runs=-25.526772184665266
 e=881	episode_reward=-112.48500035444768	epsilon=0.01	avg=-295.32953786900964	independent_100_runs=-58.77421067573073
 e=882	episode_reward=-160.57676424917688	epsilon=0.01	avg=-295.7773225968973	independent_100_runs=-303.65453530342376
 e=883	episode_reward=-316.1638554287304	epsilon=0.01	avg=-296.04999543991437	independent_100_runs=-348.0543489941264
 e=884	episode_reward=-386.7475721151588	epsilon=0.01	avg=-293.6492827648637	independent_100_runs=-192.14954087422723
 e=885	episode_reward=-86.6013170984197	epsilon=0.01	avg=-293.35107497381335	independent_100_runs=-201.79482676708304
 e=886	episode_reward=-150.31041795016228	epsilon=0.01	avg=-290.21176863964934	independent_100_runs=-156.89930078377623
 e=887	episode_reward=136.7158883515266	epsilon=0.01	avg=-287.1284151249723	independent_100_runs=-383.53803158439985
 e=888	episode_reward=-237.6870129674407	epsilon=0.01	avg=-288.62418665460643	independent_100_runs=-585.8413889744886
 e=889	episode_reward=-554.1633771086608	epsilon=0.01	avg=-290.01363427983256	independent_100_runs=-669.550612335272
 e=890	episode_reward=-370.05993967013217	epsilon=0.01	avg=-290.0149822030374	independent_100_runs=-175.25070963200815
 e=891	episode_reward=-111.28163119990377	epsilon=0.01	avg=-286.9874968046868	independent_100_runs=-301.5081361169824
 e=892	episode_reward=-390.7962379029041	epsilon=0.01	avg=-289.43900102669267	independent_100_runs=-381.07769696198636
 e=893	episode_reward=-95.18792759409325	epsilon=0.01	avg=-286.71843915711133	independent_100_runs=-299.1154895115661
 e=894	episode_reward=-454.92130357810714	epsilon=0.01	avg=-288.48165780423756	independent_100_runs=-419.2659243989912
 e=895	episode_reward=-174.46937127654422	epsilon=0.01	avg=-289.2078197226073	independent_100_runs=-219.98118411272742
 e=896	episode_reward=-371.388724399222	epsilon=0.01	avg=-291.46957116368446	independent_100_runs=-409.10088796836976
 e=897	episode_reward=-470.11936489169074	epsilon=0.01	avg=-293.1172628998858	independent_100_runs=-455.3181523435775
 e=898	episode_reward=-544.4421345969687	epsilon=0.01	avg=-293.0727409238332	independent_100_runs=-421.36391766574076
 e=899	episode_reward=-444.5328336674198	epsilon=0.01	avg=-293.8760044143844	independent_100_runs=-569.9611109531947
 e=900	episode_reward=-538.7560691533487	epsilon=0.01	avg=-294.5015787914601	independent_100_runs=-565.5775802591419
 e=901	episode_reward=-241.37786434262674	epsilon=0.01	avg=-294.29997745404586	independent_100_runs=-499.49293717333705
 e=902	episode_reward=-221.60519088767694	epsilon=0.01	avg=-294.22036668104147	independent_100_runs=-585.7549549013356
 e=903	episode_reward=-641.9688157002004	epsilon=0.01	avg=-298.3939723186624	independent_100_runs=-679.5118541639296
 e=904	episode_reward=-537.8307929105392	epsilon=0.01	avg=-302.4471162330355	independent_100_runs=-425.50740413127687
 e=905	episode_reward=-373.27686754350543	epsilon=0.01	avg=-303.8108905077511	independent_100_runs=-670.1131529967971
 e=906	episode_reward=-443.99078971378617	epsilon=0.01	avg=-305.5314411249339	independent_100_runs=-596.0548876362521
 e=907	episode_reward=-325.2094591876446	epsilon=0.01	avg=-306.5491542123376	independent_100_runs=-626.3827827486047
 e=908	episode_reward=-155.4820018964014	epsilon=0.01	avg=-305.27720975214095	independent_100_runs=-422.1021603568578
 e=909	episode_reward=-640.325484411018	epsilon=0.01	avg=-309.893296281509	independent_100_runs=-634.8022766454128
 e=910	episode_reward=-442.8212186529377	epsilon=0.01	avg=-312.76505873481074	independent_100_runs=-173.51109030868727
 e=911	episode_reward=-499.47858820608883	epsilon=0.01	avg=-315.48083961413397	independent_100_runs=-604.9309465975034
 e=912	episode_reward=-665.2457494116776	epsilon=0.01	avg=-320.63414107324763	independent_100_runs=-622.7426651927783
 e=913	episode_reward=-747.1435960338031	epsilon=0.01	avg=-326.78429783584824	independent_100_runs=-725.7965849184773
 e=914	episode_reward=-832.9560852271328	epsilon=0.01	avg=-333.70448281065416	independent_100_runs=-446.0345725574418
 e=915	episode_reward=-345.04543173288994	epsilon=0.01	avg=-335.0797363043583	independent_100_runs=-351.9686105641701
 e=916	episode_reward=-574.767669877511	epsilon=0.01	avg=-338.6468169219532	independent_100_runs=-472.4513948922296
 e=917	episode_reward=-346.45264341983267	epsilon=0.01	avg=-340.2124094082339	independent_100_runs=-500.8108860614497
 e=918	episode_reward=-473.3008679287193	epsilon=0.01	avg=-342.59310311148226	independent_100_runs=-482.05257418115036
 e=919	episode_reward=-727.7928938701148	epsilon=0.01	avg=-345.5965865583311	independent_100_runs=-541.5919265094446
 e=920	episode_reward=-234.7228229116161	epsilon=0.01	avg=-345.08331696301394	independent_100_runs=-218.15139504021593
 e=921	episode_reward=-230.85283753130722	epsilon=0.01	avg=-342.8326893338929	independent_100_runs=-282.9575278602135
 e=922	episode_reward=-232.99664699967968	epsilon=0.01	avg=-341.85006306534973	independent_100_runs=-401.50828103532416
 e=923	episode_reward=-366.53231475828943	epsilon=0.01	avg=-343.84129369809403	independent_100_runs=-471.51471160230545
 e=924	episode_reward=-364.9404405872198	epsilon=0.01	avg=-344.6033229745953	independent_100_runs=-518.3152507517162
 e=925	episode_reward=-451.90085912585005	epsilon=0.01	avg=-347.5491547448889	independent_100_runs=-525.969459291136
 e=926	episode_reward=-340.6685149150925	epsilon=0.01	avg=-349.7093931488474	independent_100_runs=-313.45962622463117
 e=927	episode_reward=-279.1855213865906	epsilon=0.01	avg=-350.9736066714615	independent_100_runs=-639.2049441491622
 e=928	episode_reward=-724.1889898361571	epsilon=0.01	avg=-356.3555289056629	independent_100_runs=-351.36171051301613
 e=929	episode_reward=-453.36711556185475	epsilon=0.01	avg=-356.82985821056013	independent_100_runs=-435.31246227766286
 e=930	episode_reward=-339.91571721033415	epsilon=0.01	avg=-355.35520242125085	independent_100_runs=-407.36075597950605
 e=931	episode_reward=-223.0905345303721	epsilon=0.01	avg=-354.1359807264827	independent_100_runs=-412.86289699138547
 e=932	episode_reward=-386.57766108550396	epsilon=0.01	avg=-352.29244517234866	independent_100_runs=-391.8035649407859
 e=933	episode_reward=-454.0242157908345	epsilon=0.01	avg=-354.7732291145462	independent_100_runs=-435.6046278650062
 e=934	episode_reward=-188.65022280995169	epsilon=0.01	avg=-349.8393056104966	independent_100_runs=-293.14685681024764
 e=935	episode_reward=-183.49938392009926	epsilon=0.01	avg=-347.2854700057171	independent_100_runs=-540.6234510655677
 e=936	episode_reward=-743.7349201591502	epsilon=0.01	avg=-347.57144877445467	independent_100_runs=-784.2316292846654
 e=937	episode_reward=-797.2667414947485	epsilon=0.01	avg=-348.99318355675933	independent_100_runs=-438.7988270864346
 e=938	episode_reward=-268.12018433049707	epsilon=0.01	avg=-345.0179038506527	independent_100_runs=-462.47066617167735
 e=939	episode_reward=-314.8571798827619	epsilon=0.01	avg=-344.7255386164703	independent_100_runs=-688.9519385155494
 e=940	episode_reward=-513.3206274648895	epsilon=0.01	avg=-344.71470121473664	independent_100_runs=-325.52143685638174
 e=941	episode_reward=-586.3643964640478	epsilon=0.01	avg=-346.8179929240958	independent_100_runs=-793.7238354457701
 e=942	episode_reward=-905.1523730494612	epsilon=0.01	avg=-354.4951621654881	independent_100_runs=-586.5230645018523
 e=943	episode_reward=-803.8257867630284	epsilon=0.01	avg=-358.6244979356899	independent_100_runs=-651.9335151187056
 e=944	episode_reward=-546.3496171154252	epsilon=0.01	avg=-361.5759764000036	independent_100_runs=-448.73943211154494
 e=945	episode_reward=-454.1922710527902	epsilon=0.01	avg=-360.8652314527325	independent_100_runs=-421.7213478123057
 e=946	episode_reward=-282.34563803302376	epsilon=0.01	avg=-361.9936269162577	independent_100_runs=-506.19120133526013
 e=947	episode_reward=-360.0750534229166	epsilon=0.01	avg=-356.7167301504645	independent_100_runs=-602.7114753021416
 e=948	episode_reward=-915.0735470871866	epsilon=0.01	avg=-361.8197712877926	independent_100_runs=-729.1431643268514
 e=949	episode_reward=-177.01515963682897	epsilon=0.01	avg=-362.63632328533924	independent_100_runs=-413.42947636217315
 e=950	episode_reward=-697.2066649370191	epsilon=0.01	avg=-367.71068930026564	independent_100_runs=-534.3324493520511
 e=951	episode_reward=-302.31341107573303	epsilon=0.01	avg=-369.3916484555185	independent_100_runs=-322.6055859802259
 e=952	episode_reward=-469.9090166013425	epsilon=0.01	avg=-372.86361945063226	independent_100_runs=-435.25876913515685
 e=953	episode_reward=-451.62044172580147	epsilon=0.01	avg=-371.9277475144801	independent_100_runs=-410.2027453885758
 e=954	episode_reward=-524.6639373891994	epsilon=0.01	avg=-371.5417827237697	independent_100_runs=-470.74826087046523
 e=955	episode_reward=120.54648596733516	epsilon=0.01	avg=-366.96777148124033	independent_100_runs=-299.5920673228776
 e=956	episode_reward=-376.8630446168183	epsilon=0.01	avg=-367.59060444050095	independent_100_runs=-189.03087999007153
 e=957	episode_reward=-100.08819874130508	epsilon=0.01	avg=-365.8213130326869	independent_100_runs=-203.74660197340393
 e=958	episode_reward=-394.4466494674211	epsilon=0.01	avg=-366.65420501452115	independent_100_runs=-274.8732090732654
 e=959	episode_reward=-185.36946163088203	epsilon=0.01	avg=-362.4570007021869	independent_100_runs=-205.56264876169698
 e=960	episode_reward=-282.4599055414233	epsilon=0.01	avg=-362.4331392706629	independent_100_runs=-241.75706431296348
 e=961	episode_reward=-296.1999846753742	epsilon=0.01	avg=-363.2897570140352	independent_100_runs=-227.2225819435366
 e=962	episode_reward=-178.49054297737231	epsilon=0.01	avg=-363.32516283979044	independent_100_runs=-205.13790873233972
 e=963	episode_reward=-289.2824940566534	epsilon=0.01	avg=-364.8488047971665	independent_100_runs=-301.0274374135022
 e=964	episode_reward=-313.97003605125315	epsilon=0.01	avg=-367.49723852397756	independent_100_runs=-316.83157358360904
 e=965	episode_reward=-292.6269758983676	epsilon=0.01	avg=-366.2352505221608	independent_100_runs=-239.9363046145328
 e=966	episode_reward=-389.33641673836826	epsilon=0.01	avg=-367.157040959228	independent_100_runs=-324.41314117836964
 e=967	episode_reward=-276.2056433099363	epsilon=0.01	avg=-367.3741832054322	independent_100_runs=-357.3205739733945
 e=968	episode_reward=-318.8782095680996	epsilon=0.01	avg=-369.0130195838819	independent_100_runs=-354.11947880067487
 e=969	episode_reward=-326.6579169177174	epsilon=0.01	avg=-368.4215369835835	independent_100_runs=-352.540507968775
 e=970	episode_reward=-258.61562803245516	epsilon=0.01	avg=-369.97752424517404	independent_100_runs=-238.2583645480164
 e=971	episode_reward=-260.7104188460853	epsilon=0.01	avg=-371.7224014737574	independent_100_runs=-284.8249711567555
 e=972	episode_reward=-262.7387985047248	epsilon=0.01	avg=-373.64747122810434	independent_100_runs=-296.12510813823826
 e=973	episode_reward=-410.6802918867649	epsilon=0.01	avg=-373.2259426283922	independent_100_runs=-249.119426698318
 e=974	episode_reward=-219.37655357206478	epsilon=0.01	avg=-375.15940751375877	independent_100_runs=-325.05804394714295
 e=975	episode_reward=-383.265575034707	epsilon=0.01	avg=-376.6050765798345	independent_100_runs=-401.20964160669797
 e=976	episode_reward=-354.0666799424584	epsilon=0.01	avg=-374.9743477471043	independent_100_runs=-428.2204771677075
 e=977	episode_reward=-305.61971926181513	epsilon=0.01	avg=-374.7051269725158	independent_100_runs=-310.34596570503896
 e=978	episode_reward=-287.57417555201255	epsilon=0.01	avg=-374.62340958178737	independent_100_runs=-232.7503183403244
 e=979	episode_reward=-250.05826286051683	epsilon=0.01	avg=-375.7411968259688	independent_100_runs=-304.6265922526555
 e=980	episode_reward=-227.6977388116921	epsilon=0.01	avg=-377.5930058098067	independent_100_runs=-202.90505409880453
 e=981	episode_reward=-570.9070926159426	epsilon=0.01	avg=-382.1772267324217	independent_100_runs=-296.6671490514385
 e=982	episode_reward=-235.52826945578997	epsilon=0.01	avg=-382.92674178448783	independent_100_runs=-245.16570250754867
 e=983	episode_reward=-271.5754687619652	epsilon=0.01	avg=-382.4808579178201	independent_100_runs=-261.99491489310117
 e=984	episode_reward=-414.93049834311427	epsilon=0.01	avg=-382.76268718009965	independent_100_runs=-229.0936908152268
 e=985	episode_reward=-253.63835607947004	epsilon=0.01	avg=-384.43305756991026	independent_100_runs=-217.36722349893964
 e=986	episode_reward=-261.4942695721297	epsilon=0.01	avg=-385.5448960861299	independent_100_runs=-205.42934164731233
 e=987	episode_reward=-309.40984128842575	epsilon=0.01	avg=-390.0061533825294	independent_100_runs=-251.34087201835217
 e=988	episode_reward=-264.5364000146999	epsilon=0.01	avg=-390.27464725300206	independent_100_runs=-249.0402009963123
 e=989	episode_reward=-236.9870628945472	epsilon=0.01	avg=-387.102884110861	independent_100_runs=-243.52463203098708
 e=990	episode_reward=-227.51648563032342	epsilon=0.01	avg=-385.67744957046284	independent_100_runs=-238.27255482403842
 e=991	episode_reward=-212.89220444303407	epsilon=0.01	avg=-386.6935553028941	independent_100_runs=-237.1857884963561
 e=992	episode_reward=-90.01187432919606	epsilon=0.01	avg=-383.6857116671571	independent_100_runs=-193.3144426169708
 e=993	episode_reward=-282.8617044414832	epsilon=0.01	avg=-385.5624494356309	independent_100_runs=-188.22298526329476
 e=994	episode_reward=-279.82392122989125	epsilon=0.01	avg=-383.8114756121488	independent_100_runs=-232.8436393175958
 e=995	episode_reward=-81.42784269248891	epsilon=0.01	avg=-382.8810603263082	independent_100_runs=-223.3332254281102
 e=996	episode_reward=-226.32230088214476	epsilon=0.01	avg=-381.4303960911374	independent_100_runs=-163.19281416421137
 e=997	episode_reward=-225.11344531725007	epsilon=0.01	avg=-378.98033689539295	independent_100_runs=-226.3543961108432
 e=998	episode_reward=-156.81721726365953	epsilon=0.01	avg=-375.10408772205983	independent_100_runs=-233.57849888141286
 e=999	episode_reward=-217.384253204635	epsilon=0.01	avg=-372.83260191743204	independent_100_runs=-213.02249582929093