Reasoning about Counterfactuals to Improve Human Inverse Reinforcement Learning

Michael S. Lee, Henny Admoni, Reid Simmons

To collaborate well with robots, we must be able to understand their decision making. Humans naturally infer other agents' beliefs and desires by reasoning about their observable b…