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Thesis
Journal Article
Conference Paper
Workshop Paper

2024

Ph.D. Thesis

University of Colorado Boulder

Spatially-Grounded Communication for Mental Model Alignment in Human-Robot Teams PDF BIB

Matthew Luebbers

Ph.D. Thesis

University of Colorado Boulder

Mediating Trust and Influence in Human-Robot Teams via Multimodal Communication and Explanation for Mental Model Alignment PDF BIB

Aaquib Tabrez

Ph.D. Thesis

University of Colorado Boulder

Revealing and Mitigating Harmful Assumptions and Behaviors in Human-Autonomy Teaming PDF BIB

Christine Chang

Ph.D. Thesis

University of Colorado Boulder

Adaptive Training Systems for Human-Robot Interaction PDF BIB

Emily Jensen

Machines

A Survey of Augmented Reality for Human-Robot Collaboration PDF BIB

Christine Chang and Bradley Hayes

ACM Transactions on Human-Robot Interaction (THRI)

Generating Pattern-Based Conventions for Predictable Planning in Human-Robot Collaboration PDF BIB

Clare Lohrmann, Maria P. Stull, Alessandro Roncone, and Bradley Hayes

12th International Conference on Human-Agent Interaction (HAI 2024)

Swansea, UK

Automated Assessment and Adaptive Multimodal Formative Feedback Improves Psychomotor Skills Training Outcomes in Quadrotor Teleoperation PDF BIB

Emily Jensen, Sriram Sankaranarayanan, and Bradley Hayes

IEEE International Conference on Intelligent Robots and Systems (IROS 2024)

Abu Dhabi, UAE

SceneSense: Diffusion Models for 3D Occupancy Synthesis from Partial Observation PDF BIB

Alec Reed, Brendan Crowe, Doncey Albin, Lorin Achey, Bradley Hayes, and Christoffer Heckman

33rd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN 2024)

Pasadena, CA

Robot Social Identity Performance Facilitates Contextually-Driven Trust Calibration and Accurate Human Assessments of Robot Capabilities PDF BIB

Maria P. Stull, Clare Lohrmann, and Bradley Hayes

International Conference on Robotics and Automation (ICRA 2024)

Yokohama, Japan

Recency Bias in Task Performance History Affects Perceptions of Robot Competence and Trustworthiness PDF BIB

Matthew Luebbers*, Aaquib Tabrez*, Kanaka Samagna Talanki, and Bradley Hayes

ACM/IEEE International Conference on Human-Robot Interaction (HRI 2024)

Boulder, CO

Workspace Optimization Techniques to Improve Prediction of Human Motion During Human-Robot Collaboration PDF BIB

Yi-Shiuan Tung, Matthew Luebbers, Alessandro Roncone, and Bradley Hayes

🏆 Nominated for Best Technical Paper

Virtual, Augmented, and Mixed Reality for Human-Robot Interaction Workshop at the ACM/IEEE International Conference on Human-Robot Interaction (HRI 2024)

Boulder, CO, USA

Stereoscopic Virtual Reality Teleoperation for Human Robot Collaborative Dataset Collection PDF BIB

Yi-Shiuan Tung, Matthew B. Luebbers, Alessandro Roncone, and Bradley Hayes

Proceedings of the 23st International Conference on Autonomous Agents and Multi-agent Systems (AAMAS 2024)

Auckland, New Zealand

Efficient Continuous Space BeliefMDP Solutions for Navigation and Active Sensing PDF BIB

Himanshu Gupta, Bradley Hayes, and Zachary Sunberg

Causal Learning for Human-Robot Interaction Workshop at ACM/IEEE International Conference on Human-Robot Interaction 2024 (HRI 2024)

Boulder, CO, USA

Causal Influence Detection for Human Robot Interaction PDF BIB

Yi-Shiuan Tung, Himanshu Gupta, Wei Jiang, Bradley Hayes, and Alessandro Roncone

Virtual, Augmented, and Mixed Reality for Human-Robot Interaction Workshop at the ACM/IEEE International Conference on Human-Robot Interaction (HRI 2024)

Boulder, CO, USA

Improving Robot Predictability via Trajectory Optimization Using a Virtual Reality Testbed PDF BIB

Clare Lohrmann, Ethan Berg, Bradley Hayes, and Alessandro Roncone

Robo-Identity Workshop at the ACM/IEEE International Conference on Human-Robot Interaction (HRI 2024)

Boulder, CO, USA

The Utility of Non-Anthropomorphic Robot Identities PDF BIB

Maria P. Stull and Bradley Hayes

Human-LLM Interaction Workshop at the ACM/IEEE International Conference on Human-Robot Interaction (HRI 2024)

Boulder, CO, USA

Safety and Accountability for Large Language Model Use in HRI PDF BIB

Christine T. Chang and Bradley Hayes

Human-LLM Interaction Workshop at the ACM/IEEE International Conference on Human-Robot Interaction (HRI 2024)

Boulder, CO, USA

Large Language Models Enable Automated Formative Feedback in Human-Robot Interaction Tasks PDF BIB

Emily Jensen, Sriram Sankaranarayanan, and Bradley Hayes

Proceedings of the 38th AAAI Conference in Artificial Intelligence

Vancouver, Canada

Autonomous Policy Explanations for Effective Human-Machine Teaming PDF BIB

Aaquib Tabrez and Bradley Hayes

HRI Pioneers Workshop at the ACM/IEEE International Conference on Human-Robot Interaction

Boulder, CO

Explainable Guidance and Justification for Mental Model Alignment in Human-Robot Teams PDF BIB

Matthew Luebbers and Bradley Hayes

2023

Ph.D. Thesis

University of Colorado Boulder

Reliable Autonomy at the Intersection of Constrained Motion Planning, Learning from Demonstration, and Augmented Reality PDF BIB

Carl Mueller

Masters Thesis

University of Colorado Boulder

Breaking the Tie: Evaluating Human Preferences in Reinforcement Learning PDF BIB

Tuhina Tripathi

Robotics Science and Systems (RSS 2023)

Daegu, Korea

Autonomous Justification for Enabling Explainable Decision Support in Human-Robot Teaming PDF BIB

Matthew Luebbers*, Aaquib Tabrez*, Kyler Ruvane, and Bradley Hayes

International Conference on Robotics and Automation (ICRA 2023)

London, UK

Human Non-Compliance with Robot Spatial Ownership Communicated via Augmented Reality: Implications for Human-Robot Teaming Safety PDF BIB

Christine Chang, Matthew Luebbers, Mitchell Herbert, and Bradley Hayes

International Conference on Autonomous Agents and Multi-agent Systems (AAMAS 2023)

London, UK

ShelfHelp: Empowering Humans to Perform Vision-Independent Manipulation Tasks with a Socially Assistive Robotic Cane PDF BIB

Shivendra Agrawal, Suresh Nayak, Ashutosh Naik, and Bradley Hayes

AAAI Fall Symposium Series

Arlington, VA

Towards A Natural Language Interface for Flexible Multi-Agent Task Assignment PDF BIB

Jake Brawer, Kayleigh Bishop, Bradley Hayes, and Alessandro Roncone

Workshop on Life-Long Learning with Human Help (L3H2 2023)

London, UK

Augmented Reality and Proxy Grippers Improve Demonstration-based Robot Skill Learning PDF BIB

Carl Mueller, Matthew Luebbers, Aaquib Tabrez, and Bradley Hayes

Workshop on Life-Long Learning with Human Help (L3H2 2023)

London, UK

Effective Human-in-the-loop Control Handover via Confidence-Aware Autonomy PDF BIB

Breanne Crockett, Kyler Ruvane, Matthew Luebbers, and Bradley Hayes

Workshop on on Virtual, Augmented, and Mixed Reality for Human-Robot Interaction at the ACM/IEEE International Conference on Human-Robot Interaction

Stockholm, Sweden

Improving Human Legibility in Collaborative Robot Tasks through Augmented Reality and Workspace Preparation PDF BIB

Yi-Shiuan Tung, Matthew B. Luebbers, Alessandro Roncone, and Bradley Hayes

Human-Robot Interaction Late-Breaking Reports (HRI 2023)

Stockholm, Sweden

More Than a Number: A Multi-dimensional Framework For Automatically Assessing Human Teleoperation Skill PDF BIB

Emily Jensen, Bradley Hayes, and Sriram Sankaranarayanan

2022

Masters Thesis

University of Colorado Boulder

Autonomous Navigation Among Dynamic Obstacles PDF BIB

Himanshu Gupta

Masters Thesis

University of Colorado Boulder

Preference in Inverse Reinforcement Learning: What Does It Mean? PDF BIB

Xinyu Cao

IEEE Robotics and Automation Letters (RA-L)

PokeRRT: Poking as a Skill and Failure Recovery Tactic for Planar Non-Prehensile Manipulation PDF BIB

Anuj Pasricha, Yi-Shiuan Tung, Bradley Hayes, and Alessandro Roncone

In Submission

One-shot Policy Elicitation via Semantic Reward Manipulation PDF BIB

Aaquib Tabrez, Ryan Leonard, and Bradley Hayes

In Submission

A Survey of Augmented Reality for Human-Robot Collaboration PDF BIB

Christine Chang and Bradley Hayes

Proceedings of the 21st International Conference on Autonomous Agents and Multi-agent Systems (AAMAS 2022)

Virtual

Descriptive and Prescriptive Visual Guidance to Improve Shared Situational Awareness in Human-Robot Teaming PDF BIB

Matthew Luebbers*, Aaquib Tabrez*, and Bradley Hayes

🏆 Best Student Paper Runner-up

Proceedings of the 21st International Conference on Autonomous Agents and Multi-agent Systems (AAMAS 2022)

Virtual

Intention-Aware Navigation in Crowds with Extended-Space POMDP Planning PDF BIB

Himanshu Gupta, Bradley Hayes, and Zachary Sunberg

IEEE International Conference on Robot and Human Interactive Communication (RO-MAN 2022)

Naples, Italy

Bilevel Optimization for Just-in-Time Robotic Kitting and Delivery via Adaptive Task Segmentation and Scheduling PDF BIB

Yi-Shiuan Tung, Kayleigh Bishop, Bradley Hayes, and Alessandro Roncone

IEEE International Conference on Intelligent Robots and Systems (IROS 2022)

Kyoto, Japan

A Novel Perceptive Robotic Cane with Haptic Navigation for Enabling Vision-Independent Participation in the Social Dynamics of Seat Choice PDF BIB

Shivendra Agrawal, Mary Etta West, and Bradley Hayes

Social and Cognitive Interactions for Assistive Robotics (SCIAR) workshop, IROS 2022

Kyoto, Japan

ShelfHelp: Empowering Humans to Perform Vision-Independent Manipulation Tasks with a Socially Assistive Robotic Cane PDF BIB

Shivendra Agrawal and Bradley Hayes

RSS Pioneers Workshop at Robotics: Science and Systems (RSS 2022)

New York City, New York

Mediating Trust and Influence in Human-Robot Interaction via Explainable AI PDF BIB

Aaquib Tabrez and Bradley Hayes

Workshop on on Virtual, Augmented, and Mixed Reality for Human-Robot Interaction at the ACM/IEEE International Conference on Human-Robot Interaction

Augmented Reality-Based Explainable AI Strategies for Establishing Appropriate Reliance and Trust in Human-Robot Teaming PDF BIB

Matthew Luebbers*, Aaquib Tabrez*, and Bradley Hayes

2021

Proceedings of the International Conference on Intelligent Robots and Systems (IROS 2021)

Virtual

Asking the Right Questions: Facilitating Semantic Constraint Specification for Robot Skill Learning and Repair PDF BIB TALK

Aaquib Tabrez*, Jack Kawell*, and Bradley Hayes

Proceedings of the IEEE International Conference on Robotics and Automation (ICRA 2021)

Xi'an, China (+Virtual)

ARC-LfD: Using Augmented Reality for Interactive Long-Term Robot Skill Maintenance via Constrained Learning from Demonstration PDF BIB TALK

Matthew Luebbers, Connor Brooks, Carl Mueller, Daniel Szafir, and Bradley Hayes

Proceedings of the "Accessibility of Robot Programming and Work of the Future" Workshop at RSS 2021

Virtual

Robot Behavior Counterfactuals for Interactive Constrained Learning from Demonstration PDF BIB

Carl Mueller, Aaquib Tabrez, and Bradley Hayes

Proceedings of the SpaceCHI Workshop at CHI 2021

Virtual

Emerging Autonomy Solutions for Human and Robotic Deep Space Exploration PDF BIB

Christine Chang*, Jordan Dixon*, Matthew Luebbers*, Aaquib Tabrez*, and Bradley Hayes

Robots for Learning – Learner-Centered Design Workshop at the International Conference on Human-Robot Interaction

Virtual

Teaching grounded reading skills via an interactive robot tutor PDF BIB

Kaleb Bishop, Bradley Hayes, and Alessandro Roncone

2020

Springer-Nature Current Robotics Reports

A Survey of Mental Modeling Techniques in Human-Robot Teaming PDF BIB

Aaquib Tabrez, Matthew Luebbers, and Bradley Hayes

11th International Conference on Applied Human Factors and Ergonomics (AHFE 2020)

San Diego, CA

Trustworthy Human-Centered Automation through Explainable AI and High-Fidelity Simulation BIB

Bradley Hayes and Michael Moniz

Proceedings of Workshop on Assessing, Explaining, and Conveying Robot Proficiency for Human-Robot Teaming at HRI 2020.

Cambridge, UK

Automated Failure-Mode Clustering and Labeling for Informed Car-To-Driver Handover in Autonomous Vehicles PDF BIB

Aaquib Tabrez, Matthew Luebbers, and Bradley Hayes

Proceedings of HRI Pioneers Workshop at HRI 2020.

Cambridge, UK

Safe and Robust Robot Learning from Demonstration through Conceptual Constraints PDF BIB

Carl Mueller and Bradley Hayes

Proceedings of the AIAA Scitech 2020 Forum

Orlando, FL

Iterative Reward Learning for Robotic Exploration PDF BIB

Aastha Acharya, Shohei Wakayama, Bradley Hayes, and Nisar Ahmed

Proceedings of the 34th AAAI Conference in Artificial Intelligence

New York City, NY

Abstract Constraints for Safe and Robust Robot Learning from Demonstration PDF BIB

Carl Mueller and Bradley Hayes

2019

Proceedings of the IEEE International Conference on Robotics and Automation (ICRA 2019)

Montreal, Canada

Fast Online Segmentation of Activities from Partial Trajectories PDF BIB

Tariq Iqbal, Shen Li, Christopher Fourie, Bradley Hayes, and Julie A. Shah

2019 ACM/IEEE International Conference on Human Robot Interaction (HRI 2019)

Daegu, Korea

Explanation-based Reward Coaching to Improve Human Performance via Reinforcement Learning PDF BIB

Aaquib Tabrez, Shivendra Agrawal, and Bradley Hayes

🏆 Best Technical Paper Runner-up

HRI Pioneers Workshop at the 2019 ACM/IEEE International Conference on Human Robot Interaction (HRI 2019)

Daegu, South Korea

Improving Human-Robot Interaction through Explainable Reinforcement Learning PDF BIB

Aaquib Tabrez and Bradley Hayes

Second International Workshop on Virtual, Augmented, and Mixed Reality for Human-Robot Interaction at the ACM/IEEE International Conference on Human-Robot Interaction

Daegu, South Korea

Augmented Reality Interface for Constrained Learning from Demonstration PDF BIB

Matthew Beck Luebbers, Connor Brooks, Minjae John Kim, Daniel Szafir, and Bradley Hayes

2018

International Journal of Robotics Research (IJRR)

Robotic Assistance in Coordination of Patient Care PDF BIB

Matthew Gombolay, Jessie Yang, Bradley Hayes, Nicole Seo, Zixi Liu, Samir Wadhwania, Tania Yu, Neel Shah, Toni Golen, and Julie Shah

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2018)

Madrid, Spain

Robust Robot Learning from Demonstration and Skill Repair Using Conceptual Constraints PDF BIB

Carl Mueller, Jeff Venicx, and Bradley Hayes

2017

IEEE International Conference on Robotics and Automation (ICRA 2017)

Singapore

Interpretable Models for Fast Activity Recognition and Anomaly Explanation During Collaborative Robotics Tasks PDF BIB

Bradley Hayes and Julie Shah

ACM/IEEE International Conference on Human-Robot Interaction (HRI 2017)

Vienna, Austria

Improving Robot Controller Transparency Through Autonomous Policy Explanation PDF BIB

Bradley Hayes and Julie Shah