Inducing structure in reward learning by learning features

Andreea Bobu, Marius Wiggert, Claire J. Tomlin, Anca D. Dragan

Abstract: Reward learning enables robots to learn adaptable behaviors from human input. Traditional methods model the reward as a linear function of hand-crafted features, but that requires specifying all th...