A Behavior-first approach to Multi-Intention Inverse Reinforcement Learning

Antonio Mone, Frans A. Oliehoek, Luciano Cavalcante Siebert

Inverse Reinforcement Learning (IRL) seeks to infer reward functions from expert demonstrations. When demonstrations originate from multiple experts with different intentions, the…