Lagrangian Perturbation Diffusion Steering: Latent Reinforcement Learning for Generative Policies

Hikmet Simsir, Ozgur S. Oguz

Behavior cloning with high-capacity generative policies achieves strong imitation performance, but is often limited by demonstration coverage and distribution shift. Direct reinfor…