Risk-sensitive Inverse Reinforcement Learning via Semi- and Non-Parametric Methods

Sumeet Singh, Jonathan Lacotte, Anirudha Majumdar +1

The literature on Inverse Reinforcement Learning (IRL) typically assumes that humans take actions in order to minimize the expected value of a cost function, i.e., that humans are…