Direct Preference-based Policy Optimization without Reward Modeling

Gaon An, Junhyeok Lee, Xingdong Zuo +3

Preference-based reinforcement learning (PbRL) is an approach that enables RL agents to learn from preference, which is particularly useful when formulating a reward function is ch…