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个人简介
My work can be partitioned into several research directions, all revolving around a central theme of combinatorial optimisation and artificial intelligence. The goals of my research can be summarised as follows.
Advance general-purpose problem-solving techniques based on propositional logic (MaxSAT) and constraint programming
Develop specialised combinatorial optimisation algorithms for trustworthy machine learning
Enable machine learning algorithms to directly reason over combinatorial optimisation problems (predict+optimise)
Develop the theory and algorithms for resilient and multi-objective optimisation
Apply advanced algorithms to real-world problems
Advance general-purpose problem-solving techniques based on propositional logic (MaxSAT) and constraint programming
Develop specialised combinatorial optimisation algorithms for trustworthy machine learning
Enable machine learning algorithms to directly reason over combinatorial optimisation problems (predict+optimise)
Develop the theory and algorithms for resilient and multi-objective optimisation
Apply advanced algorithms to real-world problems
研究兴趣
论文共 43 篇作者统计合作学者相似作者
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AAAI 2024no. 11 (2024): 12680-12688
ICAPSno. 1 (2023): 171-179
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Autonomous Agents and Multi-Agent Systemsno. 2 (2023): 1-45
ICML 2023pp.7533-7562, (2023)
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ICAPSno. 1 (2023): 491-499
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Geert L. J. Pingen, Christian R. van Ommeren, Cornelis J. van Leeuwen,Ruben W. Fransen,Tijmen Elfrink, Yorick C. de Vries, Janarthanan Karunakaran,Emir Demirović,Neil Yorke-Smith
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