OPRIDE: Offline Preference-based Reinforcement Learning via In-Dataset Exploration

Yiqin Yang, Hao Hu, Yihuan Mao +10

Preference-based reinforcement learning (PbRL) can help avoid sophisticated reward designs and align better with human intentions, showing great promise in various real-world appli…