Policy-Driven World Model Adaptation for Robust Offline Model-based Reinforcement Learning

Jiayu Chen, Le Xu, Aravind Venugopal +1

Offline reinforcement learning (RL) offers a powerful paradigm for data-driven control. Compared to model-free approaches, offline model-based RL (MBRL) explicitly learns a world m…