-
1
-
-
0041641435
-
A Genetic Programming-based Classifier System
-
Banzhaf, W. et al., editors, Morgan Kaufmann, San Francisco, California
-
Ahluwalia, M. and Bull, L. (1999). A Genetic Programming-based Classifier System. In Banzhaf, W. et al., editors, GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference, pages 11-18, Morgan Kaufmann, San Francisco, California.
-
(1999)
GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference
, pp. 11-18
-
-
Ahluwalia, M.1
Bull, L.2
-
2
-
-
11344285322
-
-
Honours Thesis, Computer Science Department, Queensland University of Technology, Brisbane, Australia
-
Anderson, H. C. (1991). An Investigation into Genetic Algorithms and the Relationship between Speciation and the Tracking of Optima in Dynamic Functions. Honours Thesis, Computer Science Department, Queensland University of Technology, Brisbane, Australia.
-
(1991)
An Investigation into Genetic Algorithms and the Relationship between Speciation and the Tracking of Optima in Dynamic Functions
-
-
Anderson, H.C.1
-
3
-
-
11344281587
-
-
Doctoral Thesis, Computer Science Department, University of East Anglia, Norwich, Norfolk, UK
-
Bagnall, A. (2000). Modelling the UK Market in Electricity Generation with Autonomous Adaptive Agents. Doctoral Thesis, Computer Science Department, University of East Anglia, Norwich, Norfolk, UK.
-
(2000)
Modelling the UK Market in Electricity Generation with Autonomous Adaptive Agents
-
-
Bagnall, A.1
-
4
-
-
11344264525
-
Long Chain Formation in XCS
-
In press
-
Barry, A. (2001). Long Chain Formation in XCS. Soft Computing, 6(3). In press.
-
(2001)
Soft Computing
, vol.6
, Issue.3
-
-
Barry, A.1
-
5
-
-
34249938729
-
On ZCS in Multi-Agent Environments
-
Eiben, A. E. et al., editors, Springer Verlag, Berlin, Germany
-
Bull, L. (1998). On ZCS in Multi-Agent Environments. In Eiben, A. E. et al., editors, Parallel Problem Solving from Nature - PPSN V, pages 471-480, Springer Verlag, Berlin, Germany.
-
(1998)
Parallel Problem Solving from Nature - PPSN V
, pp. 471-480
-
-
Bull, L.1
-
6
-
-
0008125797
-
On using ZCS in a Simulated Continuous Double-Auction Market
-
Banzhaf, W. et al., editors, Morgan Kaufmann, San Francisco, California
-
Bull, L. (1999). On using ZCS in a Simulated Continuous Double-Auction Market. In Banzhaf, W. et al., editors, GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference, pages 83-90, Morgan Kaufmann, San Francisco, California.
-
(1999)
GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference
, pp. 83-90
-
-
Bull, L.1
-
7
-
-
11344291677
-
-
Technical Report UWELCSG01-004, UWE Learning Classifier Systems Group, University of the West of England, Bristol, UK
-
Bull, L. (2001a). Lookahead and Latent Learning in ZCS. Technical Report UWELCSG01-004, UWE Learning Classifier Systems Group, University of the West of England, Bristol, UK. Available from http://www.csm.uwe.ac.uk/lcsg
-
(2001)
Lookahead and Latent Learning in ZCS
-
-
Bull, L.1
-
8
-
-
27144521750
-
On Accuracy-Based Fitness
-
In press
-
Bull, L. (2001b). On Accuracy-Based Fitness. Soft Computing, 6(3). In press.
-
(2001)
Soft Computing
, vol.6
, Issue.3
-
-
Bull, L.1
-
9
-
-
84877741466
-
Self-Adaptive Mutation in ZCS Controllers
-
Cagnoni, S. et al., editors, Springer, Berlin, Germany
-
Bull, L. and Hurst, J. (2000). Self-Adaptive Mutation in ZCS Controllers. In Cagnoni, S. et al., editors, Real-World Applications of Evolutionary Computing: Proceedings of the EvoNet Workshops - EvoRob 2000, pages 339-346, Springer, Berlin, Germany.
-
(2000)
Real-World Applications of Evolutionary Computing: Proceedings of the EvoNet Workshops - EvoRob 2000
, pp. 339-346
-
-
Bull, L.1
Hurst, J.2
-
10
-
-
11344260039
-
Self-Adaptive Mutation in Classifier System Controllers
-
Meyer, J.-A. et al., editors, MIT Press, Cambridge, Massachusetts
-
Bull, L., Hurst, J., and Tomlinson, A. (2000). Self-Adaptive Mutation in Classifier System Controllers. In Meyer, J.-A. et al., editors, From Animals to Animats 6 - The Sixth International Conference on the Simulation of Adaptive Behaviour, pages 460-470, MIT Press, Cambridge, Massachusetts.
-
(2000)
From Animals to Animats 6 - The Sixth International Conference on the Simulation of Adaptive Behaviour
, pp. 460-470
-
-
Bull, L.1
Hurst, J.2
Tomlinson, A.3
-
11
-
-
84956666803
-
Design of a Traffic Junction Controller using a Classifier System and Fuzzy Logic
-
Reusch, B., editor, Springer Verlag, Berlin, Germany
-
Cao, Y. J. et al. (1999). Design of a Traffic Junction Controller using a Classifier System and Fuzzy Logic. In Reusch, B., editor, Proceedings of the Sixth International Conference on Computational Intelligence, pages 342-351, Springer Verlag, Berlin, Germany.
-
(1999)
Proceedings of the Sixth International Conference on Computational Intelligence
, pp. 342-351
-
-
Cao, Y.J.1
-
12
-
-
84958630970
-
Distributed Learning Control of Traffic Signals
-
Cagnoni, S. et al., editors, Springer, Berlin, Germany
-
Cao, Y. J. et al. (2000). Distributed Learning Control of Traffic Signals. In Cagnoni, S. et al., editors, Real-World Applications of Evolutionary Computing: Proceedings of the EvoNet Workshops - EvoSCONDI 2000, pages 117-126, Springer, Berlin, Germany.
-
(2000)
Real-World Applications of Evolutionary Computing: Proceedings of the EvoNet Workshops - EvoSCONDI 2000
, pp. 117-126
-
-
Cao, Y.J.1
-
13
-
-
84976979892
-
Adding Temporary Memory to ZCS
-
Cliff, D. and Ross, S. (1995). Adding Temporary Memory to ZCS. Adaptive Behaviour, 3:101-150.
-
(1995)
Adaptive Behaviour
, vol.3
, pp. 101-150
-
-
Cliff, D.1
Ross, S.2
-
14
-
-
0004989231
-
A Comparison of Q-learning and Classifier Systems
-
Cliff, D. et al., editors, MIT Press, Cambridge, Massachusetts
-
Dorigo, M. and Bersini, H. (1994). A Comparison of Q-learning and Classifier Systems. In Cliff, D. et al., editors, From Animals to Animate 3 - The Third International Conference on the Simulation of Adaptive Behaviour, pages 248-255, MIT Press, Cambridge, Massachusetts.
-
(1994)
From Animals to Animate 3 - The Third International Conference on the Simulation of Adaptive Behaviour
, pp. 248-255
-
-
Dorigo, M.1
Bersini, H.2
-
15
-
-
0043144843
-
Accuracy-based Fitness Allows Similar Performance to Humans in Static and Dynamic Classification Environments
-
Banzhaf, W. et al., editors, Morgan Kaufmann, San Francisco, California
-
Hartley, A. R. (1999). Accuracy-based Fitness Allows Similar Performance to Humans in Static and Dynamic Classification Environments. In Banzhaf, W. et al., editors, GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference, pages 266-273, Morgan Kaufmann, San Francisco, California.
-
(1999)
GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference
, pp. 266-273
-
-
Hartley, A.R.1
-
17
-
-
0011656690
-
Adaptation
-
Rosen, R. and Snell, F. M., editors, Plenum, New York
-
Holland, J. H. (1976). Adaptation. In Rosen, R. and Snell, F. M., editors, Progress in Theoretical Biology, 4. Plenum, New York.
-
(1976)
Progress in Theoretical Biology
, vol.4
-
-
Holland, J.H.1
-
18
-
-
0002878183
-
Properties of the Bucket Brigade
-
Grefenstette, J. J., editor, Lawrence Erlbaum, Hillsdale, New Jersey
-
Holland, J. H. (1985). Properties of the Bucket Brigade. In Grefenstette, J. J., editor, Proceedings of the First International Conference on Genetic Algorithms and their Applications, pages 1-7, Lawrence Erlbaum, Hillsdale, New Jersey.
-
(1985)
Proceedings of the First International Conference on Genetic Algorithms and Their Applications
, pp. 1-7
-
-
Holland, J.H.1
-
19
-
-
0000746883
-
Escaping Brittleness
-
Michalski, R. S., Carbonell, J. G., and Mitchell, T. M., editors, Morgan Kauffman, Los Altos, California
-
Holland, J. H. (1986). Escaping Brittleness. In Michalski, R. S., Carbonell, J. G., and Mitchell, T. M., editors, Machine Learning: An Artificial Intelligence Approach, 2, pages 48-78, Morgan Kauffman, Los Altos, California.
-
(1986)
Machine Learning: An Artificial Intelligence Approach
, vol.2
, pp. 48-78
-
-
Holland, J.H.1
-
20
-
-
0001666176
-
Cognitive Systems Based on Adaptive Algorithms
-
Waterman, D. A. and Hayes-Roth, F., editors, Academic Press, New York, New York
-
Holland, J. H. and Reitman, J. S. (1978). Cognitive Systems Based on Adaptive Algorithms. In Waterman, D. A. and Hayes-Roth, F., editors, Pattern-directed Inference Systems, pages 313-331, Academic Press, New York, New York.
-
(1978)
Pattern-directed Inference Systems
, pp. 313-331
-
-
Holland, J.H.1
Reitman, J.S.2
-
22
-
-
0002941592
-
Implicit Niching in a Learning Classifier System: Nature's Way
-
Horn, J., Goldberg, D. E., and Deb, K. (1994). Implicit Niching in a Learning Classifier System: Nature's Way. Evolutionary Computation, 2(1):37-65.
-
(1994)
Evolutionary Computation
, vol.2
, Issue.1
, pp. 37-65
-
-
Horn, J.1
Goldberg, D.E.2
Deb, K.3
-
23
-
-
84942918056
-
A Self-Adaptive Classifier System
-
Lanzi, P. L., Stolzmann, W., and Wilson, S. W., editors, Springer, Berlin, Germany
-
Hurst, J. and Bull, L. (2001). A Self-Adaptive Classifier System. In Lanzi, P. L., Stolzmann, W., and Wilson, S. W., editors, Advances in Learning Classifier Systems: Proceedings of the Third International Workshop, pages 70-79, Springer, Berlin, Germany.
-
(2001)
Advances in Learning Classifier Systems: Proceedings of the Third International Workshop
, pp. 70-79
-
-
Hurst, J.1
Bull, L.2
-
24
-
-
80051959526
-
A Self-Adaptive XCS
-
Lanzi, P. L., Stolzmann, W., and Wilson, S. W., editors, Springer, Berlin, Germany
-
Hurst, J. and Bull, L. (2002). A Self-Adaptive XCS. In Lanzi, P. L., Stolzmann, W., and Wilson, S. W., editors, Advances in Learning Classifier Systems: Proceedings of the Fourth International Workshop, Springer, Berlin, Germany.
-
(2002)
Advances in Learning Classifier Systems: Proceedings of the Fourth International Workshop
-
-
Hurst, J.1
Bull, L.2
-
25
-
-
0001167553
-
Strength or Accuracy? A Comparison of Two Approaches to Fitness Calculation in Learning Classifier Systems
-
Lanzi, P. L., Stolzmann, W., and Wilson, S. W., editors, Springer, Berlin, Germany
-
Kovacs, T. (2000). Strength or Accuracy? A Comparison of Two Approaches to Fitness Calculation in Learning Classifier Systems. In Lanzi, P. L., Stolzmann, W., and Wilson, S. W., editors, Learning Classifier Systems: From Foundations to Applications, pages 194-208, Springer, Berlin, Germany.
-
(2000)
Learning Classifier Systems: From Foundations to Applications
, pp. 194-208
-
-
Kovacs, T.1
-
26
-
-
11344276389
-
-
Technical Report N.97.46 Dipartimento di Elettronica e Informazione, Politecnico di Milano
-
Lanzi, P. L. (1997). A Model of the Environment to Avoid Local Learning. Technical Report N.97.46 Dipartimento di Elettronica e Informazione, Politecnico di Milano.
-
(1997)
A Model of the Environment to Avoid Local Learning
-
-
Lanzi, P.L.1
-
27
-
-
0034540921
-
Toward Optimal Classifier System Performance in NonMarkov Environments
-
Lanzi, P. L. and Wilson, S. W. (2001). Toward Optimal Classifier System Performance in NonMarkov Environments. Evolutionary Computation, 8(4):393-418.
-
(2001)
Evolutionary Computation
, vol.8
, Issue.4
, pp. 393-418
-
-
Lanzi, P.L.1
Wilson, S.W.2
-
28
-
-
0001201756
-
Some Studies in Machine Learning using the Game of Checkers
-
Samuel, A. L. (1959). Some Studies in Machine Learning using the Game of Checkers. IBM Journal of Research and Development, 3:211-232.
-
(1959)
IBM Journal of Research and Development
, vol.3
, pp. 211-232
-
-
Samuel, A.L.1
-
29
-
-
0008090991
-
XCS and the Monk's Problems
-
Lanzi, P. L., Stolzmann, W., and Wilson, S. W., editors, Springer, Berlin, Germany
-
Saxon, S. and Barry, A. (2000). XCS and the Monk's Problems. In Lanzi, P. L., Stolzmann, W., and Wilson, S. W., editors, Learning Classifier Systems: From Foundations to Applications, pages 194-208, Springer, Berlin, Germany.
-
(2000)
Learning Classifier Systems: From Foundations to Applications
, pp. 194-208
-
-
Saxon, S.1
Barry, A.2
-
30
-
-
0033901602
-
Convergence Results for Single-Step On-Policy Reinforcement Learning Algorithms
-
Singh, S. P. et al. (2000). Convergence Results for Single-Step On-Policy Reinforcement Learning Algorithms. Machine Learning, 39:287-308.
-
(2000)
Machine Learning
, vol.39
, pp. 287-308
-
-
Singh, S.P.1
-
31
-
-
0003588857
-
-
Doctoral Dissertation, Computer Science Department, University of Pittsburgh, Pittsburgh, Pennsylvania
-
Smith, S. F. (1980). A Learning System Based on Genetic Adaptive Algorithms. Doctoral Dissertation, Computer Science Department, University of Pittsburgh, Pittsburgh, Pennsylvania.
-
(1980)
A Learning System Based on Genetic Adaptive Algorithms
-
-
Smith, S.F.1
-
32
-
-
0011834259
-
A Study of Rule Set Development in a Learning Classifier System
-
Schaffer, J. D., editor, Morgan Kaufmann, San Mateo, California
-
Smith, R. E. and Valenzuela-Rendon, M. (1989). A Study of Rule Set Development in a Learning Classifier System. In Schaffer, J. D., editor, Proceedings of the Third International Conference on Genetic Algorithms, pages 340-346, Morgan Kaufmann, San Mateo, California.
-
(1989)
Proceedings of the Third International Conference on Genetic Algorithms
, pp. 340-346
-
-
Smith, R.E.1
Valenzuela-Rendon, M.2
-
33
-
-
0344091825
-
Anticipatory Classifier Systems
-
Koza, J. R., editor, Morgan Kaufmann, San Francisco, California
-
Stolzmann, W. (1998). Anticipatory Classifier Systems. In Koza, J. R., editor, Genetic Programming 1998: Proceedings of the Third Annual Conference, pages 658-664, Morgan Kaufmann, San Francisco, California.
-
(1998)
Genetic Programming 1998: Proceedings of the Third Annual Conference
, pp. 658-664
-
-
Stolzmann, W.1
-
34
-
-
85156221438
-
Generalization in Reinforcement Learning: Successful Examples using Sparse Coarse Coding
-
Touretzky, D. S., Mozer, M. C., and Hasselmo, M., editors, MIT Press, Cambridge, Massachusetts
-
Sutton, R. S. (1996). Generalization in Reinforcement Learning: Successful Examples using Sparse Coarse Coding. In Touretzky, D. S., Mozer, M. C., and Hasselmo, M., editors, Advances in Neural Information Processing Systems: Proceedings of the 1995 Conference, pages 1038-1044, MIT Press, Cambridge, Massachusetts.
-
(1996)
Advances in Neural Information Processing Systems: Proceedings of the 1995 Conference
, pp. 1038-1044
-
-
Sutton, R.S.1
-
36
-
-
35048822118
-
A Corporate Classifier System
-
Eiben, A. E. et al., editors, Springer, Berlin, Germany
-
Tomlinson, A. and Bull, L. (1998). A Corporate Classifier System. In Eiben, A. E. et al., editors, Parallel Problem Solving from Nature - PPSN V, pages 550-559, Springer, Berlin, Germany.
-
(1998)
Parallel Problem Solving from Nature - PPSN V
, pp. 550-559
-
-
Tomlinson, A.1
Bull, L.2
-
37
-
-
0344091824
-
On Corporate Classifier Systems: Improving the use of Rule-Linkage
-
Banzhaf, W. et al., editors, Morgan Kaufmann, San Francisco, California
-
Tomlinson, A. and Bull, L. (1999a). On Corporate Classifier Systems: Improving the use of Rule-Linkage. In Banzhaf, W. et al., editors, GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference, pages 649-656, Morgan Kaufmann, San Francisco, California.
-
(1999)
GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference
, pp. 649-656
-
-
Tomlinson, A.1
Bull, L.2
-
38
-
-
85033650319
-
-
Technical Report UWELCSG99-001, UWE Learning Classifier Systems Group, University of the West of England, Bristol, UK
-
Tomlinson, A. and Bull, L. (1999b). A Zeroth Level Corporate Classifier System. Technical Report UWELCSG99-001, UWE Learning Classifier Systems Group, University of the West of England, Bristol, UK. Available from http://www.csm.uwe.ac.uk/lcsg
-
(1999)
A Zeroth Level Corporate Classifier System
-
-
Tomlinson, A.1
Bull, L.2
-
39
-
-
0004049893
-
-
Doctoral Dissertation, Computer Science Department, Cambridge University, Cambridge, UK
-
Watkins, C. (1989). Learning from Delayed Rewards. Doctoral Dissertation, Computer Science Department, Cambridge University, Cambridge, UK.
-
(1989)
Learning from Delayed Rewards
-
-
Watkins, C.1
-
40
-
-
0000874753
-
Classifier Systems and the Animat Problem
-
Wilson, S. W. (1987). Classifier Systems and the Animat Problem. Machine Learning, 2:199-228.
-
(1987)
Machine Learning
, vol.2
, pp. 199-228
-
-
Wilson, S.W.1
-
41
-
-
0002447833
-
ZCS: A Zeroth-level Classifier System
-
Wilson, S. W. (1994). ZCS: A Zeroth-level Classifier System. Evolutionary Computation, 2(1):1-18.
-
(1994)
Evolutionary Computation
, vol.2
, Issue.1
, pp. 1-18
-
-
Wilson, S.W.1
-
42
-
-
0001387704
-
Classifier Fitness Based on Accuracy
-
Wilson, S. W. (1995). Classifier Fitness Based on Accuracy. Evolutionary Computation, 3(2):149-177.
-
(1995)
Evolutionary Computation
, vol.3
, Issue.2
, pp. 149-177
-
-
Wilson, S.W.1
-
43
-
-
0002793694
-
State of XCS Classifier System Research
-
Lanzi, P. L., Stolzmann, W., and Wilson, S. W., editors, Springer, Berlin, Germany
-
Wilson, S. W. (2000). State of XCS Classifier System Research. In Lanzi, P. L., Stolzmann, W., and Wilson, S. W., editors, Learning Classifier Systems: From Foundations to Applications, pages 194-208, Springer, Berlin, Germany.
-
(2000)
Learning Classifier Systems: from Foundations to Applications
, pp. 194-208
-
-
Wilson, S.W.1
-
44
-
-
11344265595
-
-
Personal communication
-
Wilson, S. W. (2001). Personal communication.
-
(2001)
-
-
Wilson, S.W.1
|