Publications

2008
Daniele Loiacono, Jan Drugowitsch, Alwyn M Barry, and Pier Luca Lanzi. 2008. “Analysis and improvement of the classifier error estimate in XCSF.” In Learning Classifier Systems: 10th International Workshop, IWLCS 2006, Seattle, MA, USA, July 8, 2006 and 11th International Workshop, IWLCS 2007, London, UK, July 8, 2007, Revised Selected Papers, Lecture Notes in Computer Science, edited by Jaume Bacardit et al., 4998: 117-135. Springer.
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Jan Drugowitsch and Alwyn M Barry. 2008. “A formal framework and extensions for function approximation in learning classifier systems.” Machine Learning, 1, 70: 45-88.
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Jan Drugowitsch and Alwyn M Barry. 2008. “A principled foundation for learning classifier systems.” In Learning Classifier Systems: 10th International Workshop, IWLCS 2006, Seattle, MA, USA, July 8, 2006 and 11th International Workshop, IWLCS 2007, London, UK, July 8, 2007, Revised Selected Papers, Lecture Notes in Computer Science, edited by Jaume Bacardit et al., 4998: 77-95. Springer.
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2007
Jan Drugowitsch and Alwyn M Barry. 2007. Generalised mixtures of experts, independent expert training, and learning classifier systems. Technical Report CSBU-2007-02. Department of Computer Science, University of Bath.
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Jan Drugowitsch. 2007. “Learning classifier systems from first principles.” Department of Computer Science, University of Bath.
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Jan Drugowitsch and Alywn M Barry. 2007. “Mixing independent classifiers.” In Proceedings of the 9th annual conference on Genetic and evolutionary computation, 1596-1603. ACM Press.
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Jan Drugowitsch and Alwyn M Barry. 2007. “A principled foundation for learning classifier systems.” In Proceedings of the 2007 GECCO conference companion on genetic and evolutionary computation, 2675-2680. ACM Press.
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2006
Jan Drugowitsch and Alwyn M Barry. 2006. A formal framework and extensions for function approximation in learning classifier systems. Technical Report CSBU-2006-01. Department of Computer Science, University of Bath.
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Jan Drugowitsch and Alwyn M Barry. 2006. A formal framework for reinforcement learning with function approximation in learning classifier systems. Technical Report CSBU-2006-02. Department of Computer Science, University of Bath.
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Daniele Loiacono, Jan Drugowitsch, Alwyn M Barry, and Pier Luca Lanzi. 2006. “Improving classifier error estimate in XCSF.” In The Ninth International Workshop on Learning Classifier Systems, IWLCS-2006.
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Jan Drugowitsch and Alwyn M Barry. 2006. Mixing independent classifiers. Technical Report CSBU-2006-13. Department of Computer Science, University of Bath.
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Jan Drugowitsch and Alwyn M Barry. 2006. Towards convergence of learning classifier systems value iteration. Technical Report CSBU-2006-03. Department of Computer Science, University of Bath.
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Jan Drugowitsch and Alwyn M Barry. 2006. “Towards convergence of learning classifier systems value iteration.” In Evolutionary Computation Workshop at the European Conference of Artificial Intelligence (ECAI).
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2005
Joanna J Bryson, Tristan J Caulfield, and Jan Drugowitsch. 2005. “Integrating life-like action selection into cycle-based agent simulation environments.” In Proceedings of Agent 2005: Generative Social Processes, Models, and Mechanisms, edited by Michael North, David L. Sallach, and Charles Macal, 67-82. Argonne National Laboratory.
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Jan Drugowitsch and Alwyn M Barry. 2005. “XCS with eligibility traces.” In Proceedings of the 2005 conference on Genetic and evolutionary computation, 1851 - 1858. ACM Press.
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Jan Drugowitsch and Alwyn M Barry. 2005. XCS with eligibility traces. Technical Report CSBU-2005-01. Department of Computer Science, University of Bath.
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Pages