Sampling from Energy-based Policies using Diffusion

Vineet Jain, Tara Akhound-Sadegh, Siamak Ravanbakhsh

Energy-based policies offer a flexible framework for modeling complex, multimodal behaviors in reinforcement learning (RL). In maximum entropy RL, the optimal policy is a Boltzmann…