Stochastic Motion Planning as Gaussian Variational Inference: Theory and Algorithms

Hongzhe Yu, Yongxin Chen

We present a novel formulation for motion planning under uncertainties based on variational inference where the optimal motion plan is modeled as a posterior distribution. We propo…