Dueling Posterior Sampling for Preference-Based Reinforcement Learning

Ellen R. Novoseller, Yibing Wei, Yanan Sui, Yisong Yue, Joel Burdick

Abstract: In preference-based reinforcement learning (RL), an agent interacts with the environment while receiving preferences instead of absolute feedback. While there is increasing research activity in pre...