معرفی
Tuomas Sandholm is the Angel Jordan University Professor of Computer Science at Carnegie Mellon University (CMU), holding appointments in the Computer Science Department, Machine Learning Department, Algorithms, Combinatorics, and Optimization (ACO) Ph.D. Program, and the CMU/University of Pittsburgh Joint Ph.D. Program in Computational Biology. He co-directs CMU AI and leads the Electronic Marketplaces Laboratory. His research focuses on artificial intelligence, economics, and operations research, with notable contributions to game theory, optimization, and kidney exchange systems. Sandholm has pioneered algorithms for electronic marketplaces, including the first superhuman AI in poker (Libratus and Pluribus) and kidney exchange optimization. He has founded multiple companies, including CombineNet, Strategic Machine, and Strategy Robot, and has over 500 peer-reviewed publications and 29 patents. His awards include the Vannevar Bush Faculty Fellowship, AAAI Award for AI for Humanity, and honorary doctorate from the University of Zurich.
Education:
- Ph.D. and M.S. in Computer Science
- Dipl. Eng. (M.S. with B.S. included) in Industrial Engineering and Management Science
Research Interests: Artificial Intelligence, Optimization, Game Theory, Kidney Exchange, Electronic Commerce, Multiagent Systems, Market Design, and Healthcare Applications. His work bridges theoretical advancements with real-world applications, particularly in strategic reasoning, organ transplantation, and defense/intelligence systems.
Recent Articles: Focus on solving large-scale games, kidney exchange optimization, and AI-driven decision-making. Key areas include imperfect-information game solving (e.g., poker AIs), algorithmic fairness in healthcare markets, and combinatorial auction design.
Awards & Honors:
- Vannevar Bush Faculty Fellowship (2023)
- AAAI Award for AI for the Benefit of Humanity (2023)
- Fellowships: ACM, AAAI, INFORMS, AAAS
- Edelman Laureate (2005)
- Over 100+ awards, including honorary doctorates and industry recognitions
Advising & Grants: Advised PhD students now in top positions at MIT, Stanford, and CMU. Secured grants for AI game-solving and healthcare policy optimization. Current openings for PhD students in game-solving and kidney exchange policy.
Labs & Teams: Electronic Marketplaces Laboratory (EML) and CMU AI Initiative. Collaborates with industry partners (e.g., Baidu, Google) and government agencies on strategic AI applications.
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Tuomas SandholmCarnegie Mellon University · استاد
Gabriele FarinaMassachusetts Institute of Technology · استادیار
Troels Bjerre LundIT University of Copenhagen · دانشیار
Siddharth PrasadCarnegie Mellon University · پژوهشگر- Fei FangCarnegie Mellon University · دانشیار
Jon KleinbergUniversity of California, Berkeley · استاد