Universal artificial intelligence: Sequential decisions based on algorithmic probability M Hutter Springer, 2005 | 1345* | 2005 |
A collection of definitions of intelligence S Legg, M Hutter Frontiers in Artificial Intelligence and applications 157, 17, 2007 | 1018 | 2007 |
Universal intelligence: A definition of machine intelligence S Legg, M Hutter Minds and machines 17, 391-444, 2007 | 938 | 2007 |
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 | 524 | 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 | 222 | 2011 |
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 | 147 | 2016 |
Robust feature selection by mutual information distributions M Zaffalon, M Hutter arXiv preprint cs/0206006, 2002 | 143 | 2002 |
AGI safety literature review T Everitt, G Lea, M Hutter arXiv preprint arXiv:1805.01109, 2018 | 141 | 2018 |
PAC bounds for discounted MDPs T Lattimore, M Hutter Algorithmic Learning Theory: 23rd International Conference, ALT 2012, Lyon …, 2012 | 140 | 2012 |
A philosophical treatise of universal induction S Rathmanner, M Hutter Entropy 13 (6), 1076-1136, 2011 | 135 | 2011 |
Count-based exploration in feature space for reinforcement learning J Martin, SN Sasikumar, T Everitt, M Hutter arXiv preprint arXiv:1706.08090, 2017 | 130 | 2017 |
On universal prediction and Bayesian confirmation M Hutter Theoretical Computer Science 384 (1), 33-48, 2007 | 125 | 2007 |
Universal algorithmic intelligence: A mathematical top→ down approach M Hutter Artificial general intelligence, 227-290, 2007 | 125 | 2007 |
Fitness uniform selection to preserve genetic diversity M Hutter Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat …, 2002 | 122 | 2002 |
Reinforcement learning with a corrupted reward channel T Everitt, V Krakovna, L Orseau, M Hutter, S Legg arXiv preprint arXiv:1705.08417, 2017 | 121 | 2017 |
A formal measure of machine intelligence S Legg, M Hutter Proc. 15th Annual Machine Learning Conference of Belgium and The Netherlands …, 2006 | 111 | 2006 |
Fitness uniform optimization M Hutter, S Legg IEEE Transactions on Evolutionary Computation 10 (5), 568-589, 2006 | 102 | 2006 |
Distribution of mutual information M Hutter Advances in neural information processing systems 14, 2001 | 102 | 2001 |
A theory of universal artificial intelligence based on algorithmic complexity M Hutter arXiv preprint cs/0004001, 2000 | 101 | 2000 |
The fastest and shortest algorithm for all well-defined problems M Hutter International Journal of Foundations of Computer Science 13 (03), 431-443, 2002 | 95 | 2002 |