no code implementations • 27 Oct 2022 • Michelle Zhao, Reid Simmons, Henny Admoni
Human and robot partners increasingly need to work together to perform tasks as a team.
no code implementations • 3 Mar 2022 • Michael S. Lee, Henny Admoni, Reid Simmons
We propose to incorporate the learner's current understanding of the robot's decision making into our model of human IRL, so that a robot can select demonstrations that maximize the human's understanding.
no code implementations • 27 Apr 2020 • Roykrong Sukkerd, Reid Simmons, David Garlan
In this work, we contribute an approach, based on contrastive explanation, that enables a multi-objective MDP planning agent to explain its decisions in a way that communicates its tradeoff rationale in terms of the domain-level concepts.