Relevance-Guided Modeling of Object Dynamics for Reinforcement Learning

William Agnew, Pedro Domingos

Current deep reinforcement learning (RL) approaches incorporate minimal prior knowledge about the environment, limiting computational and sample efficiency. \textit{Objects} provid…