ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles

Kai Zhao, Jianye Hao, Yi Ma +3

Offline reinforcement learning (RL) is a learning paradigm where an agent learns from a fixed dataset of experience. However, learning solely from a static dataset can limit the pe…