Maximum Likelihood Constraint Inference from Stochastic Demonstrations

David L. McPherson, Kaylene C. Stocking, S. Shankar Sastry

When an expert operates a perilous dynamic system, ideal constraint information is tacitly contained in their demonstrated trajectories and controls. The likelihood of these demons…