Max Lapan Shmuma
Shmuma
/ Slow a3c for atari
Created
March 10, 2017 08:58
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| Slow version: https://github.com/Shmuma/rl/blob/master/test-1/a3c_atari.py |
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| https://github.com/Shmuma/rl/blob/master/algos/a3c_async.py |
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| Genetical algorythm with mutations probability decay. | |
| https://github.com/Shmuma/Practical_RL/blob/master/week0/frozen-8x8.ipynb |
Shmuma
/ gist:2781081763bfc5b19462d1432d257ca7
Created
April 11, 2017 13:48
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| Crossentropy method | |
| https://github.com/Shmuma/Practical_RL/blob/master/week1/taxi_crossentropy.ipynb |
Shmuma
/ gist:9b4dc5bbedc771ad44dbc82b0791bc6b
Created
April 12, 2017 14:46
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| Crossentropy method with dense NN 40+40 | |
| https://github.com/Shmuma/Practical_RL/blob/master/week1/MountainCar-xentropy.ipynb |
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| Uses ptan library: https://github.com/Shmuma/rl/blob/ptan/ptan/samples/dqn_expreplay.py | |
| Config for the run: https://github.com/Shmuma/rl/blob/ptan/ptan/samples/runs/dqn_exp_cartpole.ini |
Shmuma
/ gist:43ea4ad72e8801c5e958a15c95d80583
Created
May 4, 2017 10:41
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| DQN with experience replay. | |
| Code: https://github.com/Shmuma/rl/blob/ptan/ptan/samples/dqn_expreplay_doom.py | |
| Config: https://github.com/Shmuma/rl/blob/ptan/ptan/samples/runs/dqn_exp_doom_corridor.ini |
Shmuma
/ gist:744cf0330eaf3e4fa39a06130466c259
Created
May 4, 2017 11:29
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| DQN with experience replay | |
| Code: https://github.com/Shmuma/rl/blob/ptan/ptan/samples/dqn_expreplay_doom.py | |
| Config: https://github.com/Shmuma/rl/blob/ptan/ptan/samples/runs/dqn_exp_doom_basic.ini |
Shmuma
/ gist:4cf12c8cc293bf70bc95120dc41fcfc4
Created
May 4, 2017 12:33
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| DQN with experience replay | |
| Code: https://github.com/Shmuma/rl/blob/ptan/ptan/samples/dqn_expreplay_doom.py | |
| Config: https://github.com/Shmuma/rl/blob/ptan/ptan/samples/runs/dqn_exp_doom_health.ini |
Shmuma
/ gist:f04e98d875f17ecb7a5d40a3b54f37fc
Created
May 4, 2017 20:07
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| DQN with experience replay | |
| Code: https://github.com/Shmuma/rl/blob/ptan/ptan/samples/dqn_expreplay_doom.py | |
| Config: https://github.com/Shmuma/rl/blob/ptan/ptan/samples/runs/dqn_exp_doom_defend_center.ini |