Policy Expansion for Bridging Offline-to-Online Reinforcement Learning

Haichao Zhang, We Xu, Haonan Yu

Pre-training with offline data and online fine-tuning using reinforcement learning is a promising strategy for learning control policies by leveraging the best of both worlds in te…