Rewards Encoding Environment Dynamics Improves Preference-based Reinforcement Learning

Katherine Metcalf, Miguel Sarabia, Barry-John Theobald

Preference-based reinforcement learning (RL) algorithms help avoid the pitfalls of hand-crafted reward functions by distilling them from human preference feedback, but they remain…