-
1
-
-
34548088553
-
Pittsburgh Genetic-Based Machine Learning In the Dame Mining Era: Representations, Generalization, and Run Time
-
Barcelona, Spain
-
Bacardlt, J. (2004). Pittsburgh Genetic-Based Machine Learning In the Dame Mining Era: Representations, Generalization, and Run Time. Computer Engineering Department, University of Ramon Llull, Barcelona, Spain.
-
(2004)
Computer Engineering Department, University of Ramon Llull
-
-
Bacardlt, J.1
-
3
-
-
0032652172
-
Toward a model of Intelligence asan economy of agents
-
Baum. E. B. (1999). Toward a model of Intelligence asan economy of agents. Machine Learning, 35, 155-185.
-
(1999)
Machine Learning
, vol.35
, pp. 155-185
-
-
Baum, E.B.1
-
4
-
-
0043284115
-
Accuracy-based learning classifier systems: Models, analysis, and applications to classification tasks
-
Bernadó-Mansllla, E., & Garrell-Gulu, J.M. (2003). Accuracy-based learning classifier systems: Models, analysis, and applications to classification tasks. Evolutionary Computation, 11, 209-238.
-
(2003)
Evolutionary Computation
, vol.11
, pp. 209-238
-
-
Bernadó-Mansllla, E.1
Garrell-Gulu, J.M.2
-
5
-
-
84949196940
-
XCS and GALE: A comparative study of two learning classifier systems and six other learning algorithms on classification tasks
-
Lanzl, P.L, Stolzmann, W. & Wilson, S.W, Eds, Advances In Learning Classifier Systems, Berlin Heidelberg: Springer-Verlag
-
Bernadó, E.; Llorà, X.. & Garrell, J.M. (2002). XCS and GALE: A comparative study of two learning classifier systems and six other learning algorithms on classification tasks. In Lanzl, P.L.; Stolzmann, W. & Wilson, S.W. (Eds.), Advances In Learning Classifier Systems (LNAI 2321) (pp. 115-132). Berlin Heidelberg: Springer-Verlag.
-
(2002)
LNAI
, vol.2321
, pp. 115-132
-
-
Bernadó, E.1
Llorà, X.2
Garrell, J.M.3
-
6
-
-
23044519454
-
An Introduction to learning fuzzy classifier systems
-
Lanzi, P. L, Stolzmann, W, & Wilson, S. W, Eds, Learning classifier systems: From foundations to applications, Berlin Heidelberg: Springer-Verlag
-
Bonarlnl, A. (2000). An Introduction to learning fuzzy classifier systems. In Lanzi, P. L., Stolzmann, W., & Wilson, S. W. (Eds.), Learning classifier systems: From foundations to applications (LNAI 1813) (pp. 83-104). Berlin Heidelberg: Springer-Verlag.
-
(2000)
LNAI 1813
, pp. 83-104
-
-
Bonarlnl, A.1
-
8
-
-
0002674294
-
Improving the performance of genetic algorithms In classifier systems
-
Grefenstette, J, Ed, Pittsburg, PA: Lawrence Erlbaum Associates
-
Booker, L. B. (1985). Improving the performance of genetic algorithms In classifier systems. In Grefenstette, J. (Ed.), Proceedings of the 1st International conference on genetic algorithms and their application (ICSA-1985) (pp. 80-92). Pittsburg, PA: Lawrence Erlbaum Associates.
-
(1985)
Proceedings of the 1st International conference on genetic algorithms and their application (ICSA-1985)
, pp. 80-92
-
-
Booker, L.B.1
-
9
-
-
0004139943
-
Do we really need to estimate rule utility In classifier systems?
-
Lanzi, P. L, Stolzmann, W, & Wilson, S. W, Eds, Learning classifier systems: From foundations to applications, Berlin Heidelberg: Springer-Verlag
-
Booker, L. B. (2000). Do we really need to estimate rule utility In classifier systems? In Lanzi, P. L., Stolzmann, W., & Wilson, S. W. (Eds.), Learning classifier systems: From foundations to applications (LNAI 1813) (pp. 125-142). Berlin Heidelberg: Springer-Verlag.
-
(2000)
LNAI 1813
, pp. 125-142
-
-
Booker, L.B.1
-
11
-
-
0024735689
-
Classifier systems and genetic algorithms
-
Booker, L. B., Goldberg, D. E. & Holland, J. H. (1989). Classifier systems and genetic algorithms. Artificial Intelligence, 40, 235-282.
-
(1989)
Artificial Intelligence
, vol.40
, pp. 235-282
-
-
Booker, L.B.1
Goldberg, D.E.2
Holland, J.H.3
-
12
-
-
34548068211
-
-
Bull, L, Ed, Applications of learning classifier systems. Berlin Heidelberg: Springer-Verlag
-
Bull, L. (Ed.). Applications of learning classifier systems. Berlin Heidelberg: Springer-Verlag.
-
-
-
-
14
-
-
27144439387
-
-
Bull, L. & Kovacs, T, Eds, Berlin Heidelberg: Springer-Verlag
-
Bull, L. & Kovacs, T. (Eds.) (2005). Foundations of learning classifier systems. Berlin Heidelberg: Springer-Verlag.
-
(2005)
Foundations of learning classifier systems
-
-
-
17
-
-
33750739321
-
Rule-based evolutionary online learning systems: A principled approach to LCS analysis and design
-
Springer Verlag, Berlin Heidelberg, Germany
-
Butz, M. V. (2006). Rule-based evolutionary online learning systems: A principled approach to LCS analysis and design. Studies In Fuzzlness and Soft Computing Series, Springer Verlag, Berlin Heidelberg, Germany.
-
(2006)
Studies In Fuzzlness and Soft Computing Series
-
-
Butz, M.V.1
-
18
-
-
34547496751
-
Computational complexity of the XCS classifier system
-
Bull, L. & Kovacs, T, Eds, Berlin Heidelberg: Springer-Verlag
-
Butz, M. V., Goldberg, D. E. & Lanzi, P. L. (2005). Computational complexity of the XCS classifier system. In Bull, L. & Kovacs, T. (Eds.), Foundations of learning classifier systems (pp. 91-126). Berlin Heidelberg: Springer-Verlag.
-
(2005)
Foundations of learning classifier systems
, pp. 91-126
-
-
Butz, M.V.1
Goldberg, D.E.2
Lanzi, P.L.3
-
19
-
-
27344437190
-
Gradient descent methods In learning classifier systems: Improving XCS performance In multistep problems
-
Butz, M. V., Goldberg, D. E., & Lanzi, P. L. (2005). Gradient descent methods In learning classifier systems: Improving XCS performance In multistep problems. IEEE Transactions on Evolutionary Computation, 9, 452-473.
-
(2005)
IEEE Transactions on Evolutionary Computation
, vol.9
, pp. 452-473
-
-
Butz, M.V.1
Goldberg, D.E.2
Lanzi, P.L.3
-
20
-
-
23144448210
-
The anticipatory classifier system and genetic generalization
-
Butz, M. V., Goldberg, D. E., & Stolzmann, W. (2002). The anticipatory classifier system and genetic generalization. Natural Computing, 1, 427-467.
-
(2002)
Natural Computing
, vol.1
, pp. 427-467
-
-
Butz, M.V.1
Goldberg, D.E.2
Stolzmann, W.3
-
21
-
-
0041780883
-
Analysis and Improvement of fitness exploitation In XCS: Bounding models, tournament selection, and bilateral accuracy
-
Butz, M. V., Goldberg, D. E., & Tharakunnel, K. (2003). Analysis and Improvement of fitness exploitation In XCS: Bounding models, tournament selection, and bilateral accuracy. Evolutionary Computation, 11, 239-277.
-
(2003)
Evolutionary Computation
, vol.11
, pp. 239-277
-
-
Butz, M.V.1
Goldberg, D.E.2
Tharakunnel, K.3
-
22
-
-
0038477059
-
Anticipations control behavior: Animal behavior In an anticipatory learning classifier system
-
Butz, M. V., & Hoffmann, J. (2002). Anticipations control behavior: Animal behavior In an anticipatory learning classifier system. Adaptive Behavior, 10, 75-96.
-
(2002)
Adaptive Behavior
, vol.10
, pp. 75-96
-
-
Butz, M.V.1
Hoffmann, J.2
-
23
-
-
1542376540
-
Toward a theory of generalization and learning In XCS
-
Butz, M. V., Kovacs, T., Lanzi, P. L., & Wilson, S.W. (2004). Toward a theory of generalization and learning In XCS. IEEE Transactions on Evolutionary Computation, 8, 28-46.
-
(2004)
IEEE Transactions on Evolutionary Computation
, vol.8
, pp. 28-46
-
-
Butz, M.V.1
Kovacs, T.2
Lanzi, P.L.3
Wilson, S.W.4
-
24
-
-
34548083924
-
-
In press, Function Approximation with XCS: Hyperellipsoidal Conditions, Recursive Least Squares, and Compaction
-
Butz, M. V., Lanzi, P. L., & Wilson, S. W. (In press). Function Approximation with XCS: Hyperellipsoidal Conditions, Recursive Least Squares, and Compaction. IEEE Transactions on Evolutionary Computation.
-
IEEE Transactions on Evolutionary Computation
-
-
Butz, M.V.1
Lanzi, P.L.2
Wilson, S.W.3
-
25
-
-
84949194100
-
An algorithmic description of ACS2
-
Lanzi, P.L, Stolzmann, W, & Wilson, S.W, Eds, Berlin Heidelberg: Springer-Verlag
-
Butz, M.V., & Stolzmann, W. (2002). An algorithmic description of ACS2. In Lanzi, P.L., Stolzmann, W., & Wilson, S.W. (Eds.). Advances In learning classifier systems: Fourth International workshop, IWLCS 2001 (LNAI 2321) (pp. 211-230). Berlin Heidelberg: Springer-Verlag.
-
(2002)
Advances In learning classifier systems: Fourth International workshop, IWLCS 2001 (LNAI 2321)
, pp. 211-230
-
-
Butz, M.V.1
Stolzmann, W.2
-
26
-
-
26944470971
-
An Algorithmic Description of XCS
-
Butz, M. V., & Wilson, S. W. (2002). An Algorithmic Description of XCS. Soft Computing, 6, 144-153.
-
(2002)
Soft Computing
, vol.6
, pp. 144-153
-
-
Butz, M.V.1
Wilson, S.W.2
-
27
-
-
7044239082
-
A ruleset reduction algorithm for the XCS learning classifier system
-
Lanzi, P. L, Stolzmann, W, & Wilson, S. W Eds, Berlin Heidelberg: Springer-Verlag
-
Dixon, P. W., Corne, D.W., & Oates, M. J. (2003). A ruleset reduction algorithm for the XCS learning classifier system. In Lanzi, P. L., Stolzmann, W., & Wilson, S. W (Eds.), Learning classifier system: Fifth International workshop, IWLCS 2002 (LNAI 2661) (pp. 20-29). Berlin Heidelberg: Springer-Verlag.
-
(2003)
Learning classifier system: Fifth International workshop, IWLCS 2002 (LNAI 2661)
, pp. 20-29
-
-
Dixon, P.W.1
Corne, D.W.2
Oates, M.J.3
-
28
-
-
4444312064
-
Combining latent learning and dynamic programming In MACS
-
Gerard, P., Meyer, J., & Sigaud, O. (2005). Combining latent learning and dynamic programming In MACS. European Journal of Operational Research, 160, 614-637.
-
(2005)
European Journal of Operational Research
, vol.160
, pp. 614-637
-
-
Gerard, P.1
Meyer, J.2
Sigaud, O.3
-
33
-
-
0002878183
-
Properties of the bucket brigade algorithm
-
Grefenstette, J, Ed, Pittsburg, PA: Lawrence Erlbaum Associates
-
Holland, J.H. (1985). Properties of the bucket brigade algorithm. In Grefenstette, J. (Ed.), Proceedings of the 1st International conference on genetic algorithms and their application (ICGA-1985) (pp. 1-7). Pittsburg, PA: Lawrence Erlbaum Associates.
-
(1985)
Proceedings of the 1st International conference on genetic algorithms and their application (ICGA-1985)
, pp. 1-7
-
-
Holland, J.H.1
-
34
-
-
0003707420
-
-
MIT Press
-
Holland, J. H., Holyoak, K. J., Nisbett, R. E., & Thagard, P. R. (1986). Induction. Processes of Inference, learning, and discovery. MIT Press.
-
(1986)
Induction. Processes of Inference, learning, and discovery
-
-
Holland, J.H.1
Holyoak, K.J.2
Nisbett, R.E.3
Thagard, P.R.4
-
35
-
-
0001666176
-
Cognitive systems based on adaptive algorithms
-
Waterman, D. A, & Hayes-Roth, F, Eds, Academic Press
-
Holland, J. H., & Reltman J. S. (1978). Cognitive systems based on adaptive algorithms. In Waterman, D. A., & Hayes-Roth, F. (Eds.), Pattern directed Inference systems (pp. 313-329). Academic Press.
-
(1978)
Pattern directed Inference systems
, pp. 313-329
-
-
Holland, J.H.1
Reltman, J.S.2
-
37
-
-
77955962713
-
-
Department of Computer Science, University of Bristol, UK
-
Kovacs, T. (2007). A Learning Classifier System Bibliography. Department of Computer Science, University of Bristol, UK. http://www.cs.bris.ac.uk/ ~kovacs/ics/search.html.
-
(2007)
A Learning Classifier System Bibliography
-
-
Kovacs, T.1
-
39
-
-
77955955925
-
Advances at the frontier of LCS
-
In press, Berlin Heidelberg: Springer-Verlag
-
Kovacs. T., Llorà, X., & Takadama K. (In press). Advances at the frontier of LCS (LNCS 4399). Berlin Heidelberg: Springer-Verlag
-
LNCS
, vol.4399
-
-
Kovacs, T.1
Llorà, X.2
Takadama, K.3
-
42
-
-
33750237836
-
Classifier prediction based on tile coding
-
Lanzi, P. L., Lolacono D., Wilson, S. W., Goldberg, D.E. (2006). Classifier prediction based on tile coding. GECCO 2006: Genetic and Evolutionary Computation Conference, 1497-1504.
-
(2006)
GECCO 2006: Genetic and Evolutionary Computation Conference
, pp. 1497-1504
-
-
Lanzi, P.L.1
Lolacono, D.2
Wilson, S.W.3
Goldberg, D.E.4
-
43
-
-
0003806162
-
Learning classifier systems: From foundations to applications
-
Lanzi. P. L, Stolzmann, W, & Wilson, S. W, Eds, Berlin Heidelberg: Springer-Verlag
-
Lanzi. P. L., Stolzmann, W., & Wilson, S. W. (Eds.) (2000). Learning classifier systems: From foundations to applications (LNAI 1813). Berlin Heidelberg: Springer-Verlag.
-
(2000)
LNAI 1813
-
-
-
44
-
-
34548091227
-
-
Lanzi, P. L, Stolzmann, W, & Wilson, S. W, Eds, Berlin Heidelberg: Springer-Verlag
-
Lanzi, P. L., Stolzmann, W., & Wilson, S. W. (Eds.) (2001). Advances In learning classifier systems: Third International workshop, IWLCS 2000 (LNAI 1996). Berlin Heidelberg: Springer-Verlag.
-
(2001)
Advances In learning classifier systems: Third International workshop, IWLCS 2000 (LNAI 1996)
-
-
-
45
-
-
34548066211
-
-
Lanzi, P. L. Stolzmann, W, & Wilson, S. W, Eds, Berlin Heidelberg: Springer-Verlag
-
Lanzi, P. L. Stolzmann, W., & Wilson, S. W. (Eds.) (2002). Advances In learning classifier systems: 4th International workshop, IWLCS 2001 (LNAI 2321). Berlin Heidelberg: Springer-Verlag.
-
(2002)
Advances In learning classifier systems: 4th International workshop, IWLCS 2001 (LNAI 2321)
-
-
-
46
-
-
34548073775
-
-
Lanzi, P. L, Stolzmann, W, & Wilson, S. W, Eds, Berlin Heidelberg: Springer-Verlag
-
Lanzi, P. L., Stolzmann, W., & Wilson, S. W. (Eds.) (2003). Learning classifier systems: 5th International workshop, IWLCS 2002 (LNAI 2661). Berlin Heidelberg: Springer-Verlag.
-
(2003)
Learning classifier systems: 5th International workshop, IWLCS 2002 (LNAI 2661)
-
-
-
47
-
-
0034540921
-
Toward optimal classifier system performance In non-Markov environments
-
Lanzi, P. L., & Wilson, S.W. (2000). Toward optimal classifier system performance In non-Markov environments. Evolutionary Computation, 8, 393-418
-
(2000)
Evolutionary Computation
, vol.8
, pp. 393-418
-
-
Lanzi, P.L.1
Wilson, S.W.2
-
49
-
-
0346325833
-
Accuracy, Parsimony, and Generality In Evolutionary Learning Systems via Multiobjective Selection
-
Lanzi, P.L, Stolzmann, W. & Wilson. S.W, Eds, Berlin Heidelberg: Springer-Verlag
-
Llorà, X., Goldberg, D. E., Traus, I., & Bernadó E. (2003). Accuracy, Parsimony, and Generality In Evolutionary Learning Systems via Multiobjective Selection. In Lanzi, P.L., Stolzmann, W. & Wilson. S.W. (Eds.). Learning classifier systems: 5th International workshop, IWLCS 2002 (LNAI 2661) (pp. 118-142). Berlin Heidelberg: Springer-Verlag.
-
(2003)
Learning classifier systems: 5th International workshop, IWLCS 2002 (LNAI 2661)
, pp. 118-142
-
-
Llorà, X.1
Goldberg, D.E.2
Traus, I.3
Bernadó, E.4
-
54
-
-
85132026293
-
Integrated architectures for learning, planning, and reacting based on approximating dynamic programming
-
Sutton, R.S. (1990). Integrated architectures for learning, planning, and reacting based on approximating dynamic programming. Proceedings of the Seventh International Conference on Machine Learning, 216-224.
-
(1990)
Proceedings of the Seventh International Conference on Machine Learning
, pp. 216-224
-
-
Sutton, R.S.1
-
55
-
-
4344652039
-
Reinforcement learning: An Introduction
-
Sutton, R. S., & Barto, A. G. (1998). Reinforcement learning: An Introduction. MIT Press.
-
(1998)
MIT Press
-
-
Sutton, R.S.1
Barto, A.G.2
-
60
-
-
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
-
61
-
-
0002447833
-
ZCS: A zeroth level classifier system
-
Wilson, S. W. (1994). ZCS: A zeroth level classifier system. Evolutionary Computation, 2, 1-18.
-
(1994)
Evolutionary Computation
, vol.2
, pp. 1-18
-
-
Wilson, S.W.1
-
62
-
-
0001387704
-
Classifier fitness based on accuracy
-
Wilson, S. W. (1995). Classifier fitness based on accuracy. Evolutionary Computation, 3, 149-175.
-
(1995)
Evolutionary Computation
, vol.3
, pp. 149-175
-
-
Wilson, S.W.1
-
63
-
-
84949235142
-
Compact rulesets from XCSI
-
Lanzi, P.L, Stolzmann, W, & Wilson. S.W, Eds, Berlin Heidelberg: Springer-Verlag
-
Wilson, S. W. (2002). Compact rulesets from XCSI. In Lanzi, P.L., Stolzmann, W., & Wilson. S.W. (Eds.). Advances In learning classifier systems: Fourth International workshop, IWLCS 2001 (LNAI 2321) (pp. 196-208). Berlin Heidelberg: Springer-Verlag.
-
(2002)
Advances In learning classifier systems: Fourth International workshop, IWLCS 2001 (LNAI 2321)
, pp. 196-208
-
-
Wilson, S.W.1
|