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ravishchawla/rl_hyperparams.csv

Last active December 6, 2019 18:00
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rl_hyperparams.csv
Agent Hyperparameters
Replay Buffer Size 1e5
Minibatch Size 128
Discount Rate 0.99
TAU 1e-3
Actor Learning Rate 1e-4
Critic Learning Rate 1e-4
L2 Weight Decay 1e-6
Actor Model Hyperparameters
Input Layer 24x128
BatchNorm Layer 128
Dense Hidden Layer 128x64
Output Layer 64x2
Critic Model Hyperparameters
Input Layer 24x128
BatchNorm Layer 128
Dense Hidden Layer 130x64
Dropout Layer 0.2
Output Layer 64x2
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