Training and Evaluating Ethical Reinforcement Learning Agents on Per-Episode Distributions

Prabhjyot Singh, Majid Ghasemi, Mark Crowley

Reinforcement Learning (RL) agents trained on a single reward signal exploit the gap between the designed reward and the intended behavior. This is particularly a problem when we a…