Suivre
Marcus Hutter
Marcus Hutter
Researcher@DeepMind & Professor at ANU
Adresse e-mail validée de anu.edu.au
Titre
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Universal artificial intelligence: Sequential decisions based on algorithmic probability
M Hutter
Springer, 2005
1156*2005
A collection of definitions of intelligence
S Legg, M Hutter
Frontiers in Artificial Intelligence and applications 157, 17, 2007
6802007
Universal intelligence: A definition of machine intelligence
S Legg, M Hutter
Minds and machines 17 (4), 391-444, 2007
6732007
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
4222009
A monte-carlo aixi approximation
J Veness, KS Ng, M Hutter, W Uther, D Silver
Journal of Artificial Intelligence Research 40, 95-142, 2011
1942011
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
1342016
Robust feature selection by mutual information distributions
M Zaffalon, M Hutter
arXiv preprint cs/0206006, 2002
1332002
Fitness uniform selection to preserve genetic diversity
M Hutter
Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat …, 2002
1162002
A philosophical treatise of universal induction
S Rathmanner, M Hutter
Entropy 13 (6), 1076-1136, 2011
1102011
Universal algorithmic intelligence: A mathematical top→ down approach
M Hutter
Artificial general intelligence, 227-290, 2007
1072007
On universal prediction and Bayesian confirmation
M Hutter
Theoretical Computer Science 384 (1), 33-48, 2007
1062007
PAC bounds for discounted MDPs
T Lattimore, M Hutter
International Conference on Algorithmic Learning Theory, 320-334, 2012
1042012
A formal measure of machine intelligence
S Legg, M Hutter
Proc. 15th Annual Machine Learning Conference of Belgium and The Netherlands …, 2006
952006
Fitness uniform optimization
M Hutter, S Legg
IEEE Transactions on Evolutionary Computation 10 (5), 568-589, 2006
942006
The fastest and shortest algorithm for all well-defined problems
M Hutter
International Journal of Foundations of Computer Science 13 (03), 431-443, 2002
932002
AGI safety literature review
T Everitt, G Lea, M Hutter
arXiv preprint arXiv:1805.01109, 2018
922018
Distribution of mutual information
M Hutter
Advances in neural information processing systems 14, 2001
882001
Count-based exploration in feature space for reinforcement learning
J Martin, SN Sasikumar, T Everitt, M Hutter
arXiv preprint arXiv:1706.08090, 2017
872017
Adaptive online prediction by following the perturbed leader
M Hutter, J Poland
Journal of Machine Learning Research 6, 639-660, 2005
812005
Reinforcement learning with a corrupted reward channel
T Everitt, V Krakovna, L Orseau, M Hutter, S Legg
arXiv preprint arXiv:1705.08417, 2017
802017
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