Chris Watkins
Chris Watkins
Professor in Computer Science, Royal Holloway
Verified email at rhul.ac.uk
TitleCited byYear
Q-learning
CJCH Watkins, P Dayan
Machine learning 8 (3), 279-292, 1992
92651992
Learning from delayed rewards
CJCH Watkins
King's College, Cambridge, 1989
67051989
Text classification using string kernels
H Lodhi, C Saunders, J Shawe-Taylor, N Cristianini, C Watkins
The Journal of Machine Learning Research 2, 419-444, 2002
15982002
Multi-class support vector machines
J Weston, C Watkins
Technical Report CSD-TR-98-04, Department of Computer Science, Royal …, 1998
15521998
Support vector machines for multi-class pattern recognition.
J Weston, C Watkins
Esann 99, 219-224, 1999
9541999
Learning and sequential decision making
AG Barto, RS Sutton, CJCH Watkins
Learning and computational neuroscience, 1989
5401989
The spread of awareness and its impact on epidemic outbreaks
S Funk, E Gilad, C Watkins, VAA Jansen
Proceedings of the National Academy of Sciences 106 (16), 6872, 2009
5162009
Learning
CJCH Watkins
Machine Learning 8, 55-68, 1992
423*1992
Dynamic alignment kernels
C Watkins
Advances in neural information processing systems, 39-50, 1999
3711999
Text classification using string kernels
H Lodhi, J Shawe-Taylor, N Cristianini, CJCH Watkins
Advances in neural information processing systems, 563-569, 2001
2642001
Method for separately permissioned communication
JS Denker, CJCH Watkins
US Patent 6,064,878, 2000
2032000
Density estimation using support vector machines
J Weston, A Gammerman, MO Stitson, V Vapnik, V Vovk, C Watkins
Technical report, Royal Holloway College, Report number CSD-TR-97-23, 1997
197*1997
Support vector regression with ANOVA decomposition kernels
M Stitson, A Gammerman, V Vapnik, V Vovk, C Watkins, J Weston
Advances in kernel methods—Support vector learning, 285-292, 1999
1291999
Sequential decision problems and neural networks
AG Barto, RS Sutton, CJCH Watkins
Advances in neural information processing systems, 686-693, 1990
1081990
Universal portfolio selection
V Vovk, C Watkins
Proceedings of the eleventh annual conference on Computational learning …, 1998
1031998
Daya. P: Technical Note: Q-Learning
C Watkins
Machine learning 8 (3), 279-292, 1992
821992
Kernels from matching operations
C Watkins
Technical report, Department of Computer Science, Royal Holloway, University …, 1999
611999
Health Advice from Internet Discussion Forums: How Bad Is Dangerous?
DK Cole, Jennifer, Chris Watkins
Journal of medical Internet research 18 (1), 2016
602016
\cal Q-Learning
CJCH Watkins, P Dayan
Machine learning 8 (3-4), 279-292, 1992
43*1992
Method of automatic verification of personal identity
CJCH Watkins
US Patent 5,719,560, 1998
421998
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