higgsfield/RL-Adventure

batch_size for DQN

narrowsnap opened this issue · 0 comments

Thanks for your codes which work very well.
The origin DQN(1.dqn.ipynb) set batch_size=32 which is ineffective on GUP so I changed it to 256. But it's bad performance. Is there any experience in this?

batch_size=32

Screen Shot 2019-10-24 at 10 13 44 AM

batch_size=256

Screen Shot 2019-10-24 at 10 04 52 AM

Or should I try more experiments with batch_size=256 or try more random seed?
Thanks again.