Diffusion Policies for Risk-Averse Behavior Modeling in Offline Reinforcement Learning

Xiaocong Chen, Siyu Wang, Tong Yu +1

Offline reinforcement learning (RL) presents distinct challenges as it relies solely on observational data. A central concern in this context is ensuring the safety of the learned…