Variational Inference MPC using Normalizing Flows and Out-of-Distribution Projection

Thomas Power, Dmitry Berenson

We propose a Model Predictive Control (MPC) method for collision-free navigation that uses amortized variational inference to approximate the distribution of optimal control sequen…