On the Performance of Maximum Likelihood Inverse Reinforcement Learning

Héctor Ratia, Luis Montesano, Ruben Martinez-Cantin

Inverse reinforcement learning (IRL) addresses the problem of recovering a task description given a demonstration of the optimal policy used to solve such a task. The optimal polic…