2026
Better Than Diverse Demonstrators: Reward Decomposition from Suboptimal and Heterogeneous Demonstrations
ICRA 2026poster
Inverse Reinforcement Learning (IRL) typically involves inferring a reward function from expert demonstrations to enable agents to imitate the demonstrated behavior. However, real-world settings often provide suboptimal and heterogeneous demonstrations, where human demonstrators use diverse strategi…