Risk-Aware Active Inverse Reinforcement Learning

Daniel S. Brown, Yuchen Cui, Scott Niekum

Abstract: Active learning from demonstration allows a robot to query a human for specific types of input to achieve efficient learning. Existing work has explored a variety of active query strategies; howeve...