cv
Basics
| Name | Huao Li |
| Label | Postdoctoral Fellow |
| huaol@mit.edu | |
| Phone | 412 613 9978 |
| Url | https://www.huao-li.com |
| Summary | Human-AI Teamwork; Multi-agent Systems; Human-centered AI. |
Work
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2025.09 - Present Postdoctoral Fellow
Massachusetts Institute of Technology
Advised by Prof. Chuchu Fan.
- Develop reinforcement learning algorithms for agents to learn from social interaction in multi-agent settings.
- Enable natural and adaptive human-robot interaction using VLMs and control algorithms in industrial environments.
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2024.01 - 2024.08 Research Scientist Intern
Honda Research Institute USA
Research Scientist Internship, Ann Arbor, MI.
- Develop techniques for MARL agents to collaborate and communicate with humans using representation learning and LLMs.
- Collaborated with a multidisciplinary team to design and implement solutions.
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2017.08 - 2025.08 Research Assistant
Carnegie Mellon University
Advised by Prof. Katia Sycara and Prof. Michael Lewis.
- Apply human-centered methods to facilitate human–agent interaction.
- Researched mutual adaptation and proposed a computational framework for RL agents to adopt complementary policies in real time.
- Evaluated LLM-based agents' embodied interaction and Theory of Mind capabilities in multi-agent collaboration.
- Designed visual and natural language explanations to improve transparency of RL agents' decision making.
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2015.12 - 2016.08 User Experience Researcher Intern
International User Experience Design, Alibaba Group
Hangzhou, China.
- Collaborated with engineers, designers, and PMs to locate UX issues of AliExpress.com.
- Designed user study protocols and ran tests/interviews with over 90 users from 14 countries.
- Analyzed mixed-method data and delivered design suggestions.
Education
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2019.08 - 2025.08 Pittsburgh, PA
Ph.D.
University of Pittsburgh
Intelligent Systems
- Thesis: A Computational Framework for Efficient Human-agent Teamwork
- Committee: Michael Lewis; Na Du; Daqing He; Katia Sycara (CMU)
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2017.08 - 2019.05 Pittsburgh, PA
M.S.
University of Pittsburgh
Information Science
- Thesis: A Computational Model of Human Trust in Supervisory Control of Robotic Swarms
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2013.09 - 2017.06 Hangzhou, China
B.S.
Zhejiang University
Applied Psychology
- Thesis: The Influence of Pictorial Realism on the Comprehension of Safety Briefing Cards
Awards
- 2025.01.01
MIT Postdoctoral Fellowship for Engineering Excellence
Massachusetts Institute of Technology
6 recipients globally.
- 2025.01.01
Best Paper Award (GenAI-HRI @ RSS)
GenAI-HRI workshop at Robotics: Science and Systems
Best Paper Award.
- 2018.01.01
Best Paper Award (AIES)
AAAI Conference on Artificial Intelligence, Ethics, and Society
Top 1% paper award.
Publications
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2025.01.01 Modeling Latent Partner Strategies for Adaptive Zero-Shot Human-Agent Collaboration
GenAI-HRI @ RSS 2025 (Best Paper)
Workshop paper.
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2025.01.01 Adaptively Coordinating with Novel Partners via Learned Latent Strategies
NeurIPS 2025
Conference paper.
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2024.01.01 Language Grounded Multi-agent Reinforcement Learning with Human-interpretable Communication
NeurIPS 2024
Conference paper.
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2023.01.01 Interpretable Learned Emergent Communication for Human-Agent Teams
IEEE Transactions on Cognitive and Development Systems
Journal paper.
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2023.01.01 Personalized Decision Supports based on Theory of Mind Modeling and Explainable Reinforcement Learning
SMC 2023
Conference paper.
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2023.01.01 -
2022.01.01 -
2021.01.01 Deep learning, transparency, and trust in human robot teamwork
Book chapter in Trust in Human-Robot Interaction (Academic Press)
Book chapter.
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2021.01.01 Individualized Mutual Adaptation in Human-Agent Teams
IEEE Transactions on Human-Machine Systems
Journal paper.
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2021.01.01 -
2021.01.01 Sequential Theory of Mind Modeling in Team Search and Rescue Tasks
AAAI Symposium on Computational ToM for Human-Machine Teams (2021)
Symposium paper.
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2021.01.01 -
2020.01.01 Models of Trust in Human Control of Swarms With Varied Levels of Autonomy
IEEE Transactions on Human-Machine Systems
Journal paper.
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2020.01.01 A Kalman estimation model of human trust in supervisory control of robotic swarms
HFES 2020
Conference paper.
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2018.01.01 Transparency and Explanation in Deep Reinforcement Learning Neural Networks
AIES 2018 (Best Paper)
Conference paper.
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2017.01.01 The Influence of Pictorial Realism on the Comprehension of Safety Briefing Cards
Chinese Journal of Applied Psychology
Journal paper.
Skills
| Human-AI Teamwork | |
| Adaptation | |
| Communication | |
| Trust | |
| Theory of Mind |
| Multi-agent Systems | |
| Multi-agent Reinforcement Learning | |
| Embodied LLM Agents |
| Human-centered AI | |
| Explainable AI | |
| Trustworthy AI | |
| Normative Reasoning |
Interests
| Research Interests | |
| Human-AI Teamwork | |
| Multi-agent Systems | |
| Human-centered AI |
References
| Prof. Chuchu Fan, Massachusetts Institute of Technology | |
| chuchu@mit.edu |
| Prof. Michael Lewis, University of Pittsburgh | |
| ml@sis.pitt.edu |
| Prof. Katia Sycara, Carnegie Mellon University | |
| sycara@andrew.cmu.edu |
| Dr. Hossein Nourkhiz Mahjoub, Honda Research Institute | |
| hossein_nourkhizmahjoub@honda-ri.com |