Diffusion Self-Weighted Guidance for Offline Reinforcement Learning

Augusto Tagle, Javier Ruiz-del-Solar, Felipe Tobar

Offline reinforcement learning (RL) recovers the optimal policy $\pi$ given historical observations of an agent. In practice, $\pi$ is modeled as a weighted version of the agent's beha…