LRT-Diffusion: Calibrated Risk-Aware Guidance for Diffusion Policies

Ximan Sun, Xiang Cheng

Diffusion policies are competitive for offline reinforcement learning (RL) but are typically guided at sampling time by heuristics that lack a statistical notion of risk. We introd…