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Marcus Hutter
Marcus Hutter
Researcher@DeepMind & Professor at ANU
Geverifieerd e-mailadres voor anu.edu.au - Homepage
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Universal artificial intelligence: Sequential decisions based on algorithmic probability
M Hutter
Springer, 2005
1405*2005
A collection of definitions of intelligence
S Legg, M Hutter
Frontiers in Artificial Intelligence and applications 157, 17, 2007
11812007
Universal intelligence: A definition of machine intelligence
S Legg, M Hutter
Minds and machines 17, 391-444, 2007
10432007
A new local distance-based outlier detection approach for scattered real-world data
K Zhang, M Hutter, H Jin
Advances in Knowledge Discovery and Data Mining: 13th Pacific-Asia …, 2009
5542009
A monte-carlo aixi approximation
J Veness, KS Ng, M Hutter, W Uther, D Silver
Journal of Artificial Intelligence Research 40, 95-142, 2011
2322011
AGI safety literature review
T Everitt, G Lea, M Hutter
arXiv preprint arXiv:1805.01109, 2018
1602018
PAC bounds for discounted MDPs
T Lattimore, M Hutter
Algorithmic Learning Theory: 23rd International Conference, ALT 2012, Lyon …, 2012
1542012
Count-based exploration in feature space for reinforcement learning
J Martin, SN Sasikumar, T Everitt, M Hutter
arXiv preprint arXiv:1706.08090, 2017
1502017
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
1492016
A philosophical treatise of universal induction
S Rathmanner, M Hutter
Entropy 13 (6), 1076-1136, 2011
1482011
Language modeling is compression
G Delétang, A Ruoss, PA Duquenne, E Catt, T Genewein, C Mattern, ...
arXiv preprint arXiv:2309.10668, 2023
1472023
Robust feature selection by mutual information distributions
M Zaffalon, M Hutter
arXiv preprint cs/0206006, 2002
1452002
Neural networks and the chomsky hierarchy
G Delétang, A Ruoss, J Grau-Moya, T Genewein, LK Wenliang, E Catt, ...
arXiv preprint arXiv:2207.02098, 2022
1442022
Reinforcement learning with a corrupted reward channel
T Everitt, V Krakovna, L Orseau, M Hutter, S Legg
arXiv preprint arXiv:1705.08417, 2017
1352017
On universal prediction and Bayesian confirmation
M Hutter
Theoretical Computer Science 384 (1), 33-48, 2007
1322007
Universal algorithmic intelligence: A mathematical top→ down approach
M Hutter
Artificial general intelligence, 227-290, 2007
1272007
Fitness uniform selection to preserve genetic diversity
M Hutter
Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat …, 2002
1272002
A formal measure of machine intelligence
S Legg, M Hutter
Proc. 15th Annual Machine Learning Conference of Belgium and The Netherlands …, 2006
1172006
Formal algorithms for transformers
M Phuong, M Hutter
arXiv preprint arXiv:2207.09238, 2022
1102022
Logarithmic pruning is all you need
L Orseau, M Hutter, O Rivasplata
Advances in Neural Information Processing Systems 33, 2925-2934, 2020
1082020
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