基本信息
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职业迁徙
个人简介
My research vision is to make AI trustworthy by close integration of formal methods and programming languages with artificial intelligence and machine learning. Towards trustworthy computing, my research has focused on simplifying the design-development-deployment pipeline of safe and reliable AI systems. I have worked on automated controller synthesis, i.e., the automated generation of control systems from a given high-level specification with theoretical guarantees of correctness. My current research thrusts include:
Formal Methods for Reinforcement Learning [NeurIPS21, SafeRL21, Invited]
Automata-Based Quantitative Reasoning [AAAI22, TACAS21, CAV19, CAV18b, FoSSaCS18]
Reactive Synthesis from High-Level Specifications [CAV21, POPL20, AAAI20, CAV18a]
研究兴趣
论文共 21 篇作者统计合作学者相似作者
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ATVA (1)pp.227-247, (2023)
IJCAI 2023 (2023): 280-288
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D-Core
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