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Published 20 hours ago • verified publisher icon qlan3

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

Open qlan3 opened this issue 4 years ago • 0 comments

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 / / / /

qlan3 avatar Oct 06 '21 16:10 qlan3