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Stuart Russell
Stuart Russell
Professor of Computer Science, University of California, Berkeley
cs.berkeley.edu의 이메일 확인됨 - 홈페이지
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Artificial intelligence: a modern approach
SJ Russell, P Norvig
Prentice hall, 2010
556402010
Distance metric learning with application to clustering with side-information
E Xing, M Jordan, SJ Russell, A Ng
Advances in neural information processing systems 15, 2002
38462002
Algorithms for inverse reinforcement learning.
AY Ng, S Russell
Icml 1, 2, 2000
32772000
Inteligência artificial
SJ Russell, P Norvig
Elsevier, 2004
2557*2004
Policy invariance under reward transformations: Theory and application to reward shaping
AY Ng, D Harada, S Russell
Icml 99, 278-287, 1999
22731999
Rao-Blackwellised particle filtering for dynamic Bayesian networks
A Doucet, N De Freitas, K Murphy, S Russell
arXiv preprint arXiv:1301.3853, 2013
16802013
Image segmentation in video sequences: A probabilistic approach
N Friedman, S Russell
arXiv preprint arXiv:1302.1539, 2013
14932013
Online bagging and boosting
NC Oza, SJ Russell
International Workshop on Artificial Intelligence and Statistics, 229-236, 2001
11662001
Artificial Intelligence: A Modern Approach, eBook, Global Edition
S Russell
Pearson Education, Limited, 2016
11292016
Reinforcement learning with hierarchies of machines
R Parr, S Russell
Advances in neural information processing systems 10, 1997
9841997
Learning the structure of dynamic probabilistic networks
N Friedman, K Murphy, S Russell
arXiv preprint arXiv:1301.7374, 2013
8742013
Human compatible: Artificial intelligence and the problem of control
S Russell
Penguin, 2019
8142019
Towards robust automatic traffic scene analysis in real-time
D Koller, J Weber, T Huang, J Malik, G Ogasawara, B Rao, S Russell
Proceedings of 12th International Conference on Pattern Recognition 1, 126-131, 1994
7491994
Research priorities for robust and beneficial artificial intelligence
S Russell, D Dewey, M Tegmark
Ai Magazine 36 (4), 105-114, 2015
7202015
Bayesian networks
J Pearl
7102011
1 blog: Probabilistic models with unknown objects
B Milch, B Marthi, S Russell, D Sontag, DL Ong, A Kolobov
Statistical relational learning, 373, 2007
5972007
Bayesian Q-learning
R Dearden, N Friedman, S Russell
Aaai/iaai 1998, 761-768, 1998
5871998
Adaptive probabilistic networks with hidden variables
J Binder, D Koller, S Russell, K Kanazawa, P Smyth
Machine Learning 29 (2-3), 213-244, 1997
5861997
Learning agents for uncertain environments
S Russell
Proceedings of the eleventh annual conference on Computational learning …, 1998
5691998
Cooperative inverse reinforcement learning
D Hadfield-Menell, SJ Russell, P Abbeel, A Dragan
Advances in neural information processing systems 29, 2016
5542016
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