Follow
Marcus Hutter
Marcus Hutter
Researcher@DeepMind & Professor at ANU
Verified email at anu.edu.au - Homepage
Title
Cited by
Cited by
Year
Universal artificial intelligence: Sequential decisions based on algorithmic probability
M Hutter
Springer, 2005
1399*2005
A collection of definitions of intelligence
S Legg, M Hutter
Frontiers in Artificial Intelligence and applications 157, 17, 2007
11652007
Universal intelligence: A definition of machine intelligence
S Legg, M Hutter
Minds and machines 17, 391-444, 2007
10322007
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
5502009
A monte-carlo aixi approximation
J Veness, KS Ng, M Hutter, W Uther, D Silver
Journal of Artificial Intelligence Research 40, 95-142, 2011
2332011
AGI safety literature review
T Everitt, G Lea, M Hutter
arXiv preprint arXiv:1805.01109, 2018
1582018
PAC bounds for discounted MDPs
T Lattimore, M Hutter
Algorithmic Learning Theory: 23rd International Conference, ALT 2012, Lyon …, 2012
1532012
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
Robust feature selection by mutual information distributions
M Zaffalon, M Hutter
arXiv preprint cs/0206006, 2002
1452002
A philosophical treatise of universal induction
S Rathmanner, M Hutter
Entropy 13 (6), 1076-1136, 2011
1442011
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
1372022
Reinforcement learning with a corrupted reward channel
T Everitt, V Krakovna, L Orseau, M Hutter, S Legg
arXiv preprint arXiv:1705.08417, 2017
1342017
On universal prediction and Bayesian confirmation
M Hutter
Theoretical Computer Science 384 (1), 33-48, 2007
1312007
Language modeling is compression
G Delétang, A Ruoss, PA Duquenne, E Catt, T Genewein, C Mattern, ...
arXiv preprint arXiv:2309.10668, 2023
1282023
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
1152006
Logarithmic pruning is all you need
L Orseau, M Hutter, O Rivasplata
Advances in Neural Information Processing Systems 33, 2925-2934, 2020
1062020
A theory of universal artificial intelligence based on algorithmic complexity
M Hutter
arXiv preprint cs/0004001, 2000
1062000
The system can't perform the operation now. Try again later.
Articles 1–20