Biblio
"Interactive and Interpretable Machine Learning Models for Human Machine Collaboration",
Department of Aeronautics and Astronautics, vol. Ph. D., 2015.
"Imitation Learning for Sequential Manipulation Tasks: Leveraging Language and Perception",
Department of Electrical Engineering and Computer Science, vol. M. Eng: Massachusetts Institute of Technology, 2021.
"Scalable and interpretable data representation for high-dimensional, complex data",
AAAI Conference on Artificial Intelligence (AAAI), 01/2015.
"Learning to Infer Final Plans in Human Team Planning",
International Joint Conferences on Artificial Intelligence (IJCAI), 07/2018.
"Automatic Prediction of Consistency among Team Members' Understanding of Group Decisions in Meetings",
IEEE International Conference on Systems, Man, and Cybernetics (SMC), 10/2014.
"Quantitative Estimation of the Strength of Agreements in Goal-Oriented Meetings",
IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA), 02/2013.
"The Bayesian Case Model: A Generative Approach for Case-Based Reasoning and Prototype Classification",
Neural Information Processing Systems (NIPS), 12/2014.
"Extended Abstract: Partial Return Poorly Explains Human Preferences",
The Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM), Providence, RI, 2022.
"Intelligent Sensory Modality Selection for Electronic Supportive Devices",
ACM Conference on Intelligent User Interfaces (IUI), 03/2017.
"Toward Safe and Efficient HRI in Industrial Settings via Distance-Based Speed Limiting and Motion-Level Adaptation",
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Workshop on Safety for Human-Robot Interaction in Industrial Settings, 10/2015.
"Toward Safe Close-Proximity Human-Robot Interaction with Standard Industrial Robots",
IEEE International Conference on Automation Science and Engineering (CASE), 08/2014.
"Analyzing the Effects of Human-Aware Motion Planning on Close-Proximity Human-Robot Collaboration",
Human Factors: The Journal of the Human Factors and Ergonomics Society (HFES) [2014 Human Factors Prize Finalist], vol. 57, issue 1, pp. 21-33, 02/2015.
"Developing an Adaptive Robotic Assistant for Close Proximity Human-Robot Collaboration in Space",
AIAA Infotech@Aerospace (I@A), 08/2013.
"Toward Robust and Generalizable Prediction of Human Motion via Predictor Ensembles",
IEEE International Conference on Robotics and Automation (ICRA), Workshop on Human-Robot Interfaces for Enhanced Physical Interactions, 05/2016.
"A Multiple-Predictor Approach to Human Motion Prediction",
IEEE International Conference on Robotics and Automation (ICRA), 05/2017.
"Developing Safe and Efficient Robotic Assistants for Close-Proximity Human-Robot Collaboration",
Department of Aeronautics and Astronautics, vol. S.M., 2014.
"Bayesian Estimator for Partial Trajectory Alignment",
Robotics: Science and Systems [31% Acceptance Rate], 06/2019.
"A Survey of Methods for Safe Human-Robot Interaction",
Foundations and Trends® in Robotics, vol. 5, issue 4, pp. 261–349, 05/2017.
"Provably Safe and Efficient Motion Planning with Uncertain Human Dynamics",
Robotics: Science and Systems (R:SS), 07/2021.
"Safe and Efficient High Dimensional Motion Planning in Space-Time with Time Parameterized Prediction",
International Conference on Robotics and Automation (ICRA), 05/2019.
"Reactive Task and Motion Planning under Temporal Logic Specifications",
IEEE International Conference on Robotics and Automation (ICRA), 06/2021.
"Set-based State Estimation with Probabilistic Consistency Guarantee under Epistemic Uncertainty",
IEEE Robotics and Automation Letters (RA-L), vol. 7, issue 3, 03/2022.
"Modeling Blackbox Agent Behaviour via Knowledge Compilation",
AAAI Conference on Artificial Intelligence, Workshop on Plan, Activity, and Intent Recognition (PAIR), 2020.
"Human-Robot Interactive Planning using Cross-Training: A Human Team Training Approach",
AIAA Infotech@Aerospace (I@A), 06/2012.
"Human-Robot Teaming using Shared Mental Models",
ACM/IEEE International Conference on Human Robot Interaction (HRI), Workshop on Human-Agent-Robot Teamwork, 03/2012.