Towards Generalized Inverse Reinforcement Learning

Chaosheng Dong, Yijia Wang

This paper studies generalized inverse reinforcement learning (GIRL) in Markov decision processes (MDPs), that is, the problem of learning the basic components of an MDP given obse…