Behavior Preference Regression for Offline Reinforcement Learning

Padmanaba Srinivasan, William Knottenbelt

Offline reinforcement learning (RL) methods aim to learn optimal policies with access only to trajectories in a fixed dataset. Policy constraint methods formulate policy learning a…