-
2
-
-
35048903649
-
Lookahead and latent learning in a simple accuracy-based learning classifier system
-
X. Yao et al., editor, Springer Verlag
-
Larry Bull. Lookahead and latent learning in a simple accuracy-based learning classifier system. In X. Yao et al., editor, Parallel Problem Solving from Nature - PPSN VIII, pages 1042-1050. Springer Verlag.
-
Parallel Problem Solving from Nature - PPSN VIII
, pp. 1042-1050
-
-
Bull, L.1
-
3
-
-
0041641437
-
Accuracy-based neuro and neurofuzzy classifier systems
-
William B. Langdon, Erick Cantú-Paz, Keith E. Mathias, Rajkumar Roy, David Davis, Riccardo Poli, Karthik Balakrishnan, Vasant Honavar, Günter Rudolph, Joachim Wegener, Larry Bull, Mitchell A. Potter, Alan C. Schultz, Julian F. Miller, Edmund K. Burke, and Natasa Jonoska, editors, Morgan Kaufmann
-
Larry Bull and Toby O'Hara. Accuracy-based neuro and neurofuzzy classifier systems. In William B. Langdon, Erick Cantú-Paz, Keith E. Mathias, Rajkumar Roy, David Davis, Riccardo Poli, Karthik Balakrishnan, Vasant Honavar, Günter Rudolph, Joachim Wegener, Larry Bull, Mitchell A. Potter, Alan C. Schultz, Julian F. Miller, Edmund K. Burke, and Natasa Jonoska, editors, GECCO, pages 905-911. Morgan Kaufmann, 2002.
-
(2002)
GECCO
, pp. 905-911
-
-
Bull, L.1
O'Hara, T.2
-
4
-
-
0038307351
-
-
volume 4 of Genetic Algorithms and Evolutionary Computation. Springer-Verlag
-
Martin V. Butz. Anticipatory Learning Classifier Systems, volume 4 of Genetic Algorithms and Evolutionary Computation. Springer-Verlag, 2000.
-
(2000)
Anticipatory Learning Classifier Systems
-
-
Butz, M.V.1
-
5
-
-
27344437190
-
Gradient descent methods in learning classifier systems: Improving XCS performance in multistep problems
-
October
-
Martin V. Butz, David E. Goldberg, and Pier Luca Lanzi. Gradient descent methods in learning classifier systems: Improving xcs performance in multistep problems. IEEE Transaction on Evolutionary Computation, 9(5):452-473, October 2005.
-
(2005)
IEEE Transaction on Evolutionary Computation
, vol.9
, Issue.5
, pp. 452-473
-
-
Butz, M.V.1
Goldberg, D.E.2
Lanzi, P.L.3
-
6
-
-
26944470971
-
An algorithmic description of XCS
-
Martin V. Butz and Stewart W. Wilson. An algorithmic description of xcs. Journal of Soft Computing, 6(3-4):144-153, 2002.
-
(2002)
Journal of Soft Computing
, vol.6
, Issue.3-4
, pp. 144-153
-
-
Butz, M.V.1
Wilson, S.W.2
-
7
-
-
84976979892
-
Adding memory to ZCS
-
Dave Cliff and Susi Ross. Adding memory to ZCS. Adaptive Behavior, 3(2):101-150, 1994.
-
(1994)
Adaptive Behavior
, vol.3
, Issue.2
, pp. 101-150
-
-
Cliff, D.1
Ross, S.2
-
8
-
-
0003722376
-
-
Addison-Wesley, Reading, Mass.
-
David E. Goldberg. Genetic Algorithms in Search, Optimization, and Machine Learning. Addison-Wesley, Reading, Mass., 1989.
-
(1989)
Genetic Algorithms in Search, Optimization, and Machine Learning
-
-
Goldberg, D.E.1
-
10
-
-
0000746883
-
Escaping brittleness: The possibilities of general purpose learning algorithms applied to parallel rule-based systems
-
R.S. Michalski, J.G. Carbonell, and T.M. Mitchell, editors, volume 2, chapter 20, Morgan Kaufmann, Los Altos, CA
-
J.H. Holland. Escaping brittleness: The possibilities of general purpose learning algorithms applied to parallel rule-based systems. In R.S. Michalski, J.G. Carbonell, and T.M. Mitchell, editors, Machine Learning, An Artificial Intelligence Approach, volume 2, chapter 20, pages 593-623. Morgan Kaufmann, Los Altos, CA, 1986.
-
(1986)
Machine Learning, An Artificial Intelligence Approach
, pp. 593-623
-
-
Holland, J.H.1
-
11
-
-
0043144286
-
An analysis of generalization in the XCS classifier system
-
Pier Luca Lanzi. An Analysis of Generalization in the XCS Classifier System. Evolutionary Computation Journal, 7(2):125-149, 1999.
-
(1999)
Evolutionary Computation Journal
, vol.7
, Issue.2
, pp. 125-149
-
-
Lanzi, P.L.1
-
13
-
-
35248895343
-
Estimating classifier generalization and action's effect: A minimalist approach
-
E. Cantú-Paz et al., editor, volume 2724 of LNCS, Chicago, 12-16 July. Springer-Verlag
-
Pier Luca Lanzi. Estimating classifier generalization and action's effect: A minimalist approach. In E. Cantú-Paz et al., editor, Genetic and Evolutionary Computation - GECCO-2003, volume 2724 of LNCS, pages 1894-1905, Chicago, 12-16 July 2003. Springer-Verlag.
-
(2003)
Genetic and Evolutionary Computation - GECCO-2003
, pp. 1894-1905
-
-
Lanzi, P.L.1
-
14
-
-
27144495326
-
XCS with computed prediction for the learning of Boolean functions
-
Edinburgh, UK, September. IEEE
-
Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, and David E. Goldberg. XCS with computed prediction for the learning of boolean functions. In Proceedings of the IEEE Congress on Evolutionary Computation - CEC-2005, pages 588-595, Edinburgh, UK, September 2005. IEEE.
-
(2005)
Proceedings of the IEEE Congress on Evolutionary Computation - CEC-2005
, pp. 588-595
-
-
Lanzi, P.L.1
Loiacono, D.2
Wilson, S.W.3
Goldberg, D.E.4
-
15
-
-
27144543585
-
XCS with computed prediction in continuous multistep environments
-
Edinburgh, UK, September. IEEE
-
Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, and David E. Goldberg. XCS with Computed Prediction in Continuous Multistep Environments. In Proceedings of the IEEE Congress on Evolutionary Computation - CEC-2005, pages 2032-2039, Edinburgh, UK, September 2005. IEEE.
-
(2005)
Proceedings of the IEEE Congress on Evolutionary Computation - CEC-2005
, pp. 2032-2039
-
-
Lanzi, P.L.1
Loiacono, D.2
Wilson, S.W.3
Goldberg, D.E.4
-
16
-
-
0034540921
-
Toward optimal classifier system performance in non-Markov environments
-
Pier Luca Lanzi and Stewart W. Wilson. Toward optimal classifier system performance in non-Markov environments. Evolutionary Computation, 8(4):393-418, 2000.
-
(2000)
Evolutionary Computation
, vol.8
, Issue.4
, pp. 393-418
-
-
Lanzi, P.L.1
Wilson, S.W.2
-
17
-
-
0011616817
-
An optimization-based categorization of reinforcement learning environments
-
Jean-Arcady Meyer, Herbert L. Roitblat, and Stewart W. Wilson, editors, MIT Press
-
Michael L. Littman. An optimization-based categorization of reinforcement learning environments. In Jean-Arcady Meyer, Herbert L. Roitblat, and Stewart W. Wilson, editors, From Animals to Animats: Proceedings of the Second International Conference on Simulation and Adaptive Behavior, pages 262-270. MIT Press, 1992.
-
(1992)
From Animals to Animats: Proceedings of the Second International Conference on Simulation and Adaptive Behavior
, pp. 262-270
-
-
Littman, M.L.1
-
18
-
-
27144452939
-
Building anticipations in an accuracybased learning classifier system by use of an artificial neural network
-
IEEE Press, editor
-
Toby O'Hara and Larry Bull. Building anticipations in an accuracybased learning classifier system by use of an artificial neural network. In IEEE Press, editor, IEEE Congress on Evolutionary Computation, pages 2046-2052, 2005.
-
(2005)
IEEE Congress on Evolutionary Computation
, pp. 2046-2052
-
-
O'Hara, T.1
Bull, L.2
-
20
-
-
0008137816
-
An introduction to anticipatory classifier systems
-
volume 1813 of LNAI, Berlin, Springer-Verlag
-
Wolfgang Stolzmann. An Introduction to Anticipatory Classifier Systems. In Learning Classifier Systems. From Foundations to Applications, volume 1813 of LNAI, pages 175-194, Berlin, 2000. Springer-Verlag.
-
(2000)
Learning Classifier Systems. from Foundations to Applications
, pp. 175-194
-
-
Stolzmann, W.1
-
21
-
-
0001387704
-
Classifier fitness based on accuracy
-
Stewart W.Wilson. Classifier Fitness Based on Accuracy. Evolutionary Computation, 3(2):149-175, 1995. http://prediction-dynamics.com/
-
(1995)
Evolutionary Computation
, vol.3
, Issue.2
, pp. 149-175
-
-
Wilson, S.W.1
-
23
-
-
27144549349
-
Classifiers that approximate functions
-
Stewart W. Wilson. Classifiers that approximate functions. Journal of Natural Computating, 1(2-3):211-234, 2002.
-
(2002)
Journal of Natural Computating
, vol.1
, Issue.2-3
, pp. 211-234
-
-
Wilson, S.W.1
|