Continual Offline Reinforcement Learning via Diffusion-based Dual Generative Replay

Jinmei Liu, Wenbin Li, Xiangyu Yue +3

We study continual offline reinforcement learning, a practical paradigm that facilitates forward transfer and mitigates catastrophic forgetting to tackle sequential offline tasks.…