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title
Xuan (Tan Zhi Xuan) | About
description
Xuan's personal academic website.
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Xuan (Tan Zhi Xuan)
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Xuan (Tan Zhi Xuan)
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2026-03-01 08:33:25
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Xuan (Tan Zhi Xuan) Toggle navigation About (current) Publications Repositories Xuan (Tan Zhi Xuan) Pronunciation: ɕɥɛn / sh-yen I am a PhD student in the MIT Probabilistic Computing Project and Computational Cognitive Science lab , advised by Vikash Mansinghka and Josh Tenenbaum . My research sits at the intersection of Bayesian modeling , AI alignment , and cognitive science , asking questions like: How can we specify rich yet structured generative models of human reasoning, decision-making, and value formation? How can we perform Bayesian inference over such models, in order to accurately learn human goals, values, and cooperative norms? How can we build AI systems that act reliably in accordance with these inferred goals and norms? To answer these questions, my work includes the development of infrastructure for probabilistic programming and model-based planning , so as to enable fast and flexible Bayesian inference over complex models of agent...
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