Apprenticeship Learning using Inverse Reinforcement Learning and Gradient Methods

Gergely Neu, Csaba Szepesvari

In this paper we propose a novel gradient algorithm to learn a policy from an expert's observed behavior assuming that the expert behaves optimally with respect to some unknown rew…