Biblio
"RoCUS: Robot Controller Understanding via Sampling",
Conference on Robot Learning (CoRL), London, UK, Proceedings of Machine Learning Research, 11/2021.
"The Solvability of Interpretability Evaluation Metrics",
Findings of the Association for Computational Linguistics: EACL: Association for Computational Linguistics, 05/2023.
"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.
"Predicting ConceptNet Path Quality Using Crowdsourced Assessments of Naturalness",
The Web Conference (WWW), San Francisco, CA, ACM, 05/2019.
"Learning Household Task Knowledge from WikiHow Descriptions",
International Joint Conference on Artificial Intelligence (IJCAI), Workshop on Semantic Deep Learning, 08/2019.
"The Irrationality of Neural Rationale Models",
Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2nd Workshop on Trustworthy Natural Langauge Processing (TrustNLP), 07/2022.
"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.
"Fairness in Multi-Agent Sequential Decision-Making",
Neural Information Processing Systems (NIPS), 12/2014.
"On Fairness in Decision-Making under Uncertainty: Definitions, Computation, and Comparison",
AAAI Conference on Artificial Intelligence (AAAI), 01/2015.
"Evaluating Effects of User Experience and System Transparency on Trust in Automation",
ACM/IEEE International Conference on Human Robot Interaction (HRI), 03/2017.
"IEEE P7001: a proposed standard on transparency",
Frontiers in Robotics and AI, pp. 225, 2021.
"Flexible Schedule Optimization for Human-Robot Collaboration",
Mechanical Engineering, vol. S.M., Cambridge, MA, Massachusetts Institute of Technology, pp. 101, 2013.
"Optimization of Temporal Dynamics for Adaptive Human-Robot Interaction in Assembly Manufacturing",
Robotics: Science and Systems (RSS) [33% acceptance rate], 07/2012.
"Optimization of Multi-Agent Workflow for Human-Robot Collaboration in Assembly Manufacturing",
AIAA Infotech@Aerospace (I@A), 06/2012.
"Temporal Logic Imitation: Learning Plan-Satisficing Motion Policies from Demonstrations",
6th Annual Conference on Robot Learning, Auckland, New Zealand, 12/2022.
"Visual Pre-training for Navigation: What Can We Learn from Noise?",
Thirty-sixth Annual Conference on Neural Information Processing Systems, New Orleans, LA, Synthetic Data for Empowering ML Research Workshop & Self-Supervised Learning Workshop, 2022.
"Decision-Making for Bidirectional Communication in Sequential Human-Robot Collaborative Tasks",
Human-Robot Interaction (HRI), 03/2020.
"Human-Aware Robotic Assistant for Collaborative Assembly: Integrating Human Motion Prediction With Planning in Time",
IEEE Robotics and Automation Letters (RA-L), vol. 3, issue 3, pp. 8, 07/2018.
"Semi-Supervised Learning of Decision-Making Models for Human-Robot Collaboration",
Conference on Robot Learning (CoRL), 10/2019.
"Enabling Effective Information Sharing in Human-Robot Teams",
Robotics: Science and Systems (RSS), Workshop on RSS Pioneers , 06/2018.
"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.
"Incremental Path Planning in Time to Leverage Evolving Predictions",
International Joint Conferences on Artificial Intelligence (IJCAI), Workshop on Autonomous Mobile Service Robots, New York, NY, 07/2016.
"Mobile Robots for Moving-Floor Assembly Lines: Design, Evaluation, and Deployment",
IEEE Robotics and Automation Magazine (RAM), vol. 25, issue 2, 05/2018.