Bayesian Inverse Reinforcement Learning for Non-Markovian Rewards

Noah Topper, Alvaro Velasquez, George Atia

Inverse reinforcement learning (IRL) is the problem of inferring a reward function from expert behavior. There are several approaches to IRL, but most are designed to learn a Marko…