基本信息
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职业迁徙
个人简介
My main research interests are artificial intelligence, knowledge representation, reasoning under uncertainty, computational logic, diagnosis, probabilistic argumentation systems, reasoning about actions, decision theoretic planning, intelligent agents, semantic science and preference elicitation.
In general, I am interested in the questions: What should an agent do based on its beliefs, abilities and preferences? How can we acquire and efficiently use information to make better decisions? I am currently working mostly on existential uncertainty, lifted inference, Semantic Science, and applications in spatial decision making, medicine and computational sustainability. I am particularly interested in probability and utility modelling, reasoning and learning over rich hypothesis spaces, with multiple possible objects with the vocabularies mediated by ontologies.
In general, I am interested in the questions: What should an agent do based on its beliefs, abilities and preferences? How can we acquire and efficiently use information to make better decisions? I am currently working mostly on existential uncertainty, lifted inference, Semantic Science, and applications in spatial decision making, medicine and computational sustainability. I am particularly interested in probability and utility modelling, reasoning and learning over rich hypothesis spaces, with multiple possible objects with the vocabularies mediated by ontologies.
研究兴趣
论文共 258 篇作者统计合作学者相似作者
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arXiv (Cornell University) (2022)
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Probabilistic and Causal Inferencepp.691-712, (2022)
Wannes Meert,Jaesik Choi, Jacek Kisyński, Hung Bui,Guy Van den Broeck,Adnan Darwiche,Rodrigo de Salvo Braz,David Poole
The MIT Press eBookspp.113-146, (2021)
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The MIT Press eBookspp.15-38, (2021)
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