TREND: Tri-teaching for Robust Preference-based Reinforcement Learning with Demonstrations

Shuaiyi Huang, Mara Levy, Anubhav Gupta +3

Preference feedback collected by human or VLM annotators is often noisy, presenting a significant challenge for preference-based reinforcement learning that relies on accurate pref…