Diffusion-Augmented Markov Decision Processes for Maximum Entropy Reinforcement Learning

Sebastian Sanokowski, Kaustubh Patil

Diffusion models excel at sampling from complex, unnormalized distributions. In this work, we extend Maximum Entropy Reinforcement Learning (ME-RL) to diffusion processes, enabling…