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个人简介
In 2006 I moved from IDSIA in Switzerland to RSISE/ANU/NICTA in Australia. I am Associate Professor in the Research School of Information Sciences and Engineering (RSISE) at the Australian National University (ANU) in Canberra and senior researcher in the National Information and Communication Technology of Australia (NICTA). My research at RSISE/ANU/NICTA is centered around the AIXI model, which is a mathematical top-down approach to AI, related to Kolmogorov complexity, algorithmic probability, universal Solomonoff induction, Occam's razor, Levin search, sequential decision theory, dynamic programming, reinforcement learning, and rational agents. Generally I'm attracted by fundamental problems on the boundary between science and philosophy, which have a chance of being solved in my expected lifespan. One is Artificial Intelligence. The other is particle physics with questions related to physical Theories of Everything. Math in its whole breadth (statistics, numerics, algebra, ...) has become my constant and cherished companion. With computer graphics one can convince oneself and others that math can be beautiful.
研究兴趣
论文共 30 篇作者统计合作学者相似作者
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THIRTY-FOURTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THE THIRTY-SECOND INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE AND THE TENTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCEno. 03 (2019): 2467-2476
Foundations of Trusted AutonomyStudies in Systems, Decision and Controlpp.15-46, (2018)
CoRR (2017): 2471-2478
2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)pp.1924-1932, (2016)
Conference on Learning Theory (2015): 1244-1259
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ADT 2015: Proceedings of the 4th International Conference on Algorithmic Decision Theory - Volume 9346 (2015): 205-221
Asian Conference on Machine Learningpp.299-314, (2014)
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arXiv (Cornell University)no. 4 (2012): 386-420
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