Improving Diffusion Planners by Self-Supervised Action Gating with Energies

Yuan Lu, Dongqi Han, Yansen Wang +1

Diffusion planners are a strong approach for offline reinforcement learning, but they can fail when value-guided selection favours trajectories that score well yet are locally inco…