基本信息
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职业迁徙
个人简介
Education
Massachusetts Institute of Technology Oct. 2015 - Present Postdoctoral Associate, PI: Julie Shah Yale University Sept. 2009 – Sept. 2015 Doctor of Philosophy, Computer Science Dissertation: Supportive Behaviors for Human-Robot Teaming, Advisor: Brian Scassellati Master of Philosophy, Computer Science Master of Science, Computer Science Boston College Sept. 2004 - May 2008 Bachelor of Science with Honors, Computer Science. Bachelor of Arts, Mathematics. Concentration, Scientific Computation
Experience
I'm a Postdoctoral Associate in the MIT Interactive Robotics Group working on Human-Robot Teaming to improve the safety and capabilities of collaborative robots. Guest Lecturer - Worcester Polytechnic Institute, RBE526 – Human Robot Interaction, 11/20/14 Teaching Assistant Sep. 2011 - May 2012 Department of Computer Science, Yale University. Graded written and programming assignments, conducted study sessions and held office consultations with undergraduate and graduate students. Managed multiple teams of undergraduate and graduate researchers during semester-long research efforts. Lead teaching assistant for Intelligent Robotics and Artificial Intelligence courses. Teaching Assistant Jan. 2006 - May 2008 Department of Computer Science, Boston College. Graded written and programming assignments and tutored undergraduate students. Held teaching assistant responsibilities for classes ranging from Introduction to Computer Science to senior-level electives
I work towards creating autonomous robots that can safely and productively work side-by-side with humans. I am particularly interested in developing algorithms that allow these robots to make human workers more efficient at their jobs. As such, my research spans many fields, including Learning from Demonstration, Hierarchical Learning, Multi-agent Planning, User Modeling, and Human-Robot Interaction.
Publications
Bradley Hayes and Brian Scassellati. (2015). Effective Robot Teammate Behaviors for Supporting Sequential Manipulation Tasks. In Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2015). Hamburg, Germany, September 27 - October 3.
Benjamin Rosman, Bradley Hayes, and Brian Scassellati. (2015). Enhancing Agent Safety through Autonomous Environment Adaptation. In Proceedings of the 5th joint IEEE International Conference on Development and Learning and on Epigenetic Robotics. Providence, Rhode Island, USA, August 13-16.
Bradley Hayes. (2015). Social Hierarchical Learning (Extended Abstract). In Proceedings of the 20th AAAI/SIGAI Doctoral Consortium. Austin, Texas, USA, January 26-27.
Bradley Hayes, Elena Corina Grigore, Alexandru Litoiu, Aditi Ramachandran, Brian Scassellati. (2014). A Developmentally Inspired Transfer Learning Approach for Predicting Skill Durations. In Proceedings of the 4th joint IEEE International Conference on Development and Learning and Epigenetic Robotics. Genoa, Italy, October 13-16.
Bradley Hayes and Brian Scassellati. (2014). Discovering Task Constraints Through Observation and Active Learning. In Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems. Chicago, USA, September 14-18.
研究兴趣
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HRI '23: Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interactionpp.763-765, (2023)
AAMAS '23: Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systemspp.1514-1523, (2023)
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CoRRno. 1 (2023): 167-171
Robotics: Science and Systems (2023)
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HRI '23: Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interactionpp.653-657, (2023)
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