David C. Parkes
David C. Parkes
John A. Paulson Dean
George F. Colony Professor of Computer Science
Research Interests
Multi-agent AI, Bounded rationality, Machine learning and decisions, Multi-agent reinforcement learning, Intelligence architectures, Fair machine learning, Game theory, Algorithmic economics, Auction design, Market design, Mechanism design, Preference elicitation.
Ph.D. Students
Recent Publications
Working Paper
K. Zhu, A. Shah, and D. C. Parkes,
K. Zhu, A. Shah, and D. C. Parkes,
L. Hammond et al.,
“Multi-Agent Risks from Advanced AI”. 2025.
L. Hammond et al.,
“Multi-Agent Risks from Advanced AI”. 2025.
E. Soumalias, Y. Jiang, K. Zhu, M. Curry, S. Seuken, and D. C. Parkes,
“LLM-Powered Preference Elicitation in Combinatorial Assignment”, 2025, doi: CoRR abs/2502.10308.
E. Soumalias, Y. Jiang, K. Zhu, M. Curry, S. Seuken, and D. C. Parkes,
“LLM-Powered Preference Elicitation in Combinatorial Assignment”, 2025, doi: CoRR abs/2502.10308.
B. E. Lee, D. J. Moroz, and D. C. Parkes,
B. E. Lee, D. J. Moroz, and D. C. Parkes,
S. S. Ravindranath, Z. Feng, D. Wang, M. Zaheer, A. Mehta, and D. C. Parkes,
“Deep reinforcement learning for sequential combinatorial auctions”, arXiv preprint arXiv:2407.08022, 2024.
S. S. Ravindranath, Z. Feng, D. Wang, M. Zaheer, A. Mehta, and D. C. Parkes,
“Deep reinforcement learning for sequential combinatorial auctions”, arXiv preprint arXiv:2407.08022, 2024.
H. Zhang and D. C. Parkes,
“Chain-of-thought reasoning is a policy improvement operator”, arXiv preprint arXiv:2309.08589, 2024.
H. Zhang and D. C. Parkes,
“Chain-of-thought reasoning is a policy improvement operator”, arXiv preprint arXiv:2309.08589, 2024.
