Inverse Reinforcement Learning with Multiple Ranked Experts

Pablo Samuel Castro, Shijian Li, Daqing Zhang

We consider the problem of learning to behave optimally in a Markov Decision Process when a reward function is not specified, but instead we have access to a set of demonstrators o…