Fingerprint Policy Optimisation for Robust Reinforcement Learning

Supratik Paul, Michael A. Osborne, Shimon Whiteson

Abstract: Policy gradient methods ignore the potential value of adjusting environment variables: unobservable state features that are randomly determined by the environment in a physical setting, but are con...