Investigating Memory in Model-Free RL with POPGym Arcade

Zekang Wang, Zhe He, Borong Zhang +2

How should we analyze memory in deep RL? We introduce tools for analyzing policies under partial observability and revealing how agents use memory to make decisions. To utilize the…