Zixian Guo

SelfBC: Self Behavior Cloning for Offline Reinforcement Learning

2024 · arXiv (Cornell University)

Policy constraint methods in offline reinforcement learning employ additional regularization techniques to constrain the discrepancy between the learned policy and the offline dataset. However, these methods tend to result in overly conservative policies that resemble …