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I am currently a Ph.D. student at Rensselaer Polytechnic Institute, Troy NY (RPI). Broadly speaking, I am interested in the interplay between incentives (economics), algorithms (computer science), and learning (statistics), including algorithmic game theory, online learning, sequential decision making, reinforcement learning, data economics, market design, multi-agent systems. My current work is focused on foundation models for decision making, where we combine traditional sequential decision making methods with foundation models. I like collaborations! Reach out if you've got a cool problem you'd like to chat about.
"Know what you know and know what you do not know. That is true wisdom." In modern words, know the known knowns, known unknowns, and unknown unknowns. I feel like this is a good way to approach research, and life in general, and is particularly relevant to creating intelligent machines. In my spare time, I enjoy playing and designing board games, reading science fiction, electronic music composition, and fencing. I find well designed games to be extremely elegant, and a great inspiration for research. |
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Jonathan Light*, Henry Cai, Sheng Shen, Ziniu Hu Preprint, 2023 |
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I go by either Jonathan Li or Jonathan Light. I usually use Light in publications because
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