Infra-Bayesian Reinforcement Learning Agents Outperform Classical RL For Worst-Case Robustness

Manish Aryal, Faiyaz Azam, Agnivo Banerjee +13

Classical reinforcement learning assumes the agent interacts with a fixed environment whose behavior does not depend on the agent's policy. This assumption breaks down in non-reali…