In this post, we will try to connect Energy-Based Model with classical optimal control frameworks like Model-Predictive Control from the perspective of Lagrangian optimization.

In this note we connect the energy concepts including Lagrangian Dynamics and Gibbs Formula to measuring the quality of prediction. Then we go over the inferencing and training in multi-modal scenarios.