Biblio
"Do Feature Attribution Methods Correctly Attribute Features?",
Proceedings of the 36th AAAI Conference on Artificial Intelligence: AAAI, 02/2022.
"ExSum: From Local Explanations to Model Understanding",
Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): Association for Computational Linguistics, 07/2022.
"Extended Abstract: Graduate Student Descent Considered Harmful? A Proposal for Studying Overfitting in Reward Functions",
The Multi-disciplinary Conference on Reinforcement Learning and Decision Making, Providence, RI, 2022.
"Extended Abstract: Partial Return Poorly Explains Human Preferences",
The Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM), Providence, RI, 2022.
"Revisiting Human-Robot Teaching and Learning Through the Lens of Human Concept Learning Theory",
ACM/IEEE International Conference on Human-Robot Interaction (HRI), 03/2022.
"Temporal Logic Imitation: Learning Plan-Satisficing Motion Policies from Demonstrations",
6th Annual Conference on Robot Learning, Auckland, New Zealand, 12/2022.
"Apprenticeship Scheduling: Learning to Schedule from Human Experts",
International Joint Conferences on Artificial Intelligence (IJCAI), 07/2016.
"Automatic Prediction of Consistency among Team Members' Understanding of Group Decisions in Meetings",
IEEE International Conference on Systems, Man, and Cybernetics (SMC), 10/2014.
"The Bayesian Case Model: A Generative Approach for Case-Based Reasoning and Prototype Classification",
Neural Information Processing Systems (NIPS), 12/2014.
"Bayesian Estimator for Partial Trajectory Alignment",
Robotics: Science and Systems [31% Acceptance Rate], 06/2019.
"Bayesian Inference of Linear Temporal Logic Specifications for Contrastive Explanations",
International Joint Conference on Artificial Intelligence (IJCAI), Macau, China, 08/2019.
"Bayesian Inference of Temporal Task Specifications from Demonstrations",
Conference on Neural Information Processing Systems, Montreal, Canada, 2018.
"Bayes-TrEx: a Bayesian Sampling Approach to Model Transparency by Example",
AAAI Conference on Artificial Intelligence, 2021.
"C-LEARN: Learning Geometric Constraints from Demonstrations for Multi-Step Manipulation in Shared Autonomy",
IEEE International Conference on Robotics and Automation (ICRA), 05/2017.
"Collaborative Planning with Encoding of Users’ High-level Strategies",
AAAI Conference on Artificial Intelligence (AAAI), 02/2017.
"Comparative Performance of Human and Mobile Robotic Assistants in Collaborative Fetch-and-Deliver Tasks",
ACM/IEEE International Conference on Human Robot Interaction (HRI), 03/2014.
"Compliant Task Execution and Learning for Safe Mixed-Initiative Human-Robot Operations",
AIAA Infotech@Aerospace (I@A), 06/2011.
"ConTaCT : Deciding to Communicate During Time-Critical Collaborative Tasks in Unknown, Deterministic Domains",
AAAI Conference on Artificial Intelligence (AAAI) [26% Acceptance Rate], 02/2016.
"Co-Optimization Multi-Agent Placement with Task Assignment and Scheduling",
International Joint Conferences on Artificial Intelligence (IJCAI), 07/2016.
"Co-Optimizing Task and Motion Planning",
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 10/2016.
"Coordination of Human-Robot Teaming with Human Task Preferences",
AAAI Fall Symposium Series on AI-HRI, 11/2015.
"Decision-Making Authority, Team Efficiency and Human Worker Satisfaction in Mixed Human-Robot Teams",
Robotics: Science and Systems (RSS), 07/2014.
"Decision-Making for Bidirectional Communication in Sequential Human-Robot Collaborative Tasks",
Human-Robot Interaction (HRI), 03/2020.
"Decoupling the Multiagent Disjunctive Temporal Problem",
AAAI Conference on Artificial Intelligence (AAAI), 07/2013.
"Developing an Adaptive Robotic Assistant for Close Proximity Human-Robot Collaboration in Space",
AIAA Infotech@Aerospace (I@A), 08/2013.