3 Commits

Author SHA1 Message Date
Chengqi Duan
23fbc3b712
upgrade gym version to >=0.21, fix related CI and update examples/atari (#534)
Co-authored-by: Jiayi Weng <trinkle23897@gmail.com>
2022-02-25 07:40:33 +08:00
Yi Su
d29188ee77
update atari ppo slots (#529) 2022-02-13 04:04:21 +08:00
Yi Su
40289b8b0e
Add atari ppo example (#523)
I needed a policy gradient baseline myself and it has been requested several times (#497, #374, #440). I used https://github.com/vwxyzjn/cleanrl/blob/master/cleanrl/ppo_atari.py as a reference for hyper-parameters.

Note that using lr=2.5e-4 will result in "Invalid Value" error for 2 games. The fix is to reduce the learning rate. That's why I set the default lr to 1e-4. See discussion in https://github.com/DLR-RM/rl-baselines3-zoo/issues/156.
2022-02-11 06:45:06 +08:00