Learning and Understanding a Disentangled Feature Representation for Hidden Parameters in Reinforcement Learning

Christopher Reale, Rebecca Russell

Hidden parameters are latent variables in reinforcement learning (RL) environments that are constant over the course of a trajectory. Understanding what, if any, hidden parameters…