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The best hyper-parameters for DQN / DDQN / Averaged DQN / Maxmin DQN #6

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qlan3 opened this issue Oct 6, 2021 · 0 comments
Open

The best hyper-parameters for DQN / DDQN / Averaged DQN / Maxmin DQN #6

qlan3 opened this issue Oct 6, 2021 · 0 comments

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@qlan3
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qlan3 commented Oct 6, 2021 •
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Catcher DQN DDQN Averaged DQN Maxmin DQN
lr 0.0001 0.0001 0.0001 0.0003
target_networks_num / / 2 6
Lunarlander DQN DDQN Averaged DQN Maxmin DQN
lr 0.0003 0.0003 0.0003 0.001
target_networks_num / / 4 3
Pixelcopter DQN DDQN Averaged DQN Maxmin DQN
lr 3e-05 3e-05 3e-05 0.0003
target_networks_num / / 7 6
Space Invaders DQN DDQN Averaged DQN Maxmin DQN
lr 0.0003
target_networks_num / / / /
Seaquest DQN DDQN Averaged DQN Maxmin DQN
lr 0.0001
target_networks_num / / / /
Asterix DQN DDQN Averaged DQN Maxmin DQN
lr 0.0001
target_networks_num / / / /
Breakout DQN DDQN Averaged DQN Maxmin DQN
lr 0.001
target_networks_num / / / /
ofantomas added a commit to ofantomas/Explorer that referenced this issue Jan 12, 2022
@ofantomas
Autotune number of Q networks qlan3#6. Improve TQC logging
eaa7ddc
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