Search Results for author: Reid Simmons

Found 4 papers, 0 papers with code

Coordination with Humans via Strategy Matching

no code implementations27 Oct 2022 Michelle Zhao, Reid Simmons, Henny Admoni

Human and robot partners increasingly need to work together to perform tasks as a team.

Reasoning about Counterfactuals to Improve Human Inverse Reinforcement Learning

no code implementations3 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.

counterfactual Counterfactual Reasoning +3

Tradeoff-Focused Contrastive Explanation for MDP Planning

no code implementations27 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.

Decision Making Robot Navigation

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