Robert P. Matthew

Maximum Likelihood Constraint Inference on Continuous State Spaces

When a robot observes another agent unexpectedly modifying their behavior, inferring the most likely cause is a valuable tool for maintaining safety and reacting appropriately. In this work, we present a novel method for inferring constraints that works on continuous, possibly sub-optimal demonstrat…