Marcus Hutter
Marcus Hutter
Researcher@DeepMind & Professor at ANU
Verified email at
Cited by
Cited by
Universal artificial intelligence: Sequential decisions based on algorithmic probability
M Hutter
Springer, 2005
Universal intelligence: A definition of machine intelligence
S Legg, M Hutter
Minds and machines 17 (4), 391-444, 2007
A collection of definitions of intelligence
S Legg, M Hutter
Frontiers in Artificial Intelligence and applications 157, 17, 2007
A new local distance-based outlier detection approach for scattered real-world data
K Zhang, M Hutter, H Jin
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 813-822, 2009
A monte-carlo aixi approximation
J Veness, KS Ng, M Hutter, W Uther, D Silver
Journal of Artificial Intelligence Research 40, 95-142, 2011
Robust feature selection by mutual information distributions
M Zaffalon, M Hutter
arXiv preprint cs/0206006, 2002
Fitness uniform selection to preserve genetic diversity
M Hutter
Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat†…, 2002
On universal prediction and Bayesian confirmation
M Hutter
Theoretical Computer Science 384 (1), 33-48, 2007
The fastest and shortest algorithm for all well-defined problems
M Hutter
International Journal of Foundations of Computer Science 13 (03), 431-443, 2002
A philosophical treatise of universal induction
S Rathmanner, M Hutter
Entropy 13 (6), 1076-1136, 2011
Universal algorithmic intelligence: A mathematical top→ down approach
M Hutter
Artificial general intelligence, 227-290, 2007
Discriminative hierarchical rank pooling for activity recognition
B Fernando, P Anderson, M Hutter, S Gould
Proceedings of the IEEE Conference on Computer Vision and Pattern†…, 2016
Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics): Preface
D ‹nay, Z «ataltepe, S Aksoy
Lecture Notes in Computer Science (including subseries Lecture Notes in†…, 2010
Fitness uniform optimization
M Hutter, S Legg
IEEE Transactions on Evolutionary Computation 10 (5), 568-589, 2006
Distribution of mutual information
M Hutter
Advances in neural information processing systems, 399-406, 2002
Adaptive online prediction by following the perturbed leader
M Hutter, J Poland
Journal of Machine Learning Research 6, 639-660, 2005
A formal measure of machine intelligence
S Legg, M Hutter
Proc. 15th Annual Machine Learning Conference of Belgium and The Netherlands†…, 2006
Distribution of mutual information from complete and incomplete data
M Hutter, M Zaffalon
Computational Statistics & Data Analysis 48 (3), 633-657, 2005
Towards a universal theory of artificial intelligence based on algorithmic probability and sequential decision theory
M Hutter
Proc. 12th European Conf. on Machine Learning (ECML'01), 226-238, 2001
Optimality of universal Bayesian sequence prediction for general loss and alphabet
M Hutter
Journal of Machine Learning Research 4 (Nov), 971-1000, 2003
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