Adaptive Policy Learning for Offline-to-Online Reinforcement Learning

Han Zheng, Xufang Luo, Pengfei Wei +3

Conventional reinforcement learning (RL) needs an environment to collect fresh data, which is impractical when online interactions are costly. Offline RL provides an alternative so…