Frank C. Park

Trajectory-Based Active Inverse Reinforcement Learning for Learning from Demonstration

2023

Inverse Reinforcement Learning (IRL) requires a large number of demonstrations for robust learning, especially in the context of Learning from Demonstrations (LfD). Previous Active IRL algorithms have focused on stateaction pair demonstrations and heuristic query …