Energy-Based Model

A generative model that assigns an energy (scalar) to each input-output pair; low energy indicates high compatibility. In robot learning, EBMs can represent implicit policies where the action is found by minimizing the energy function at test time. EBM policies handle multi-modality naturally — multiple action modes correspond to multiple energy minima. Implicit Behavioral Cloning (IBC) is a notable example.