Publications

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. pdf
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. pdf
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. pdf
Jan Drugowitsch and Alwyn M Barry. 2006. Mixing independent classifiers. Technical Report CSBU-2006-13. Department of Computer Science, University of Bath. pdf
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. pdf
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). pdf
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, Pp. 67-82. Argonne National Laboratory. pdf
Jan Drugowitsch and Alwyn M Barry. 2005. “XCS with eligibility traces.” In Proceedings of the 2005 conference on Genetic and evolutionary computation, Pp. 1851 - 1858. ACM Press. pdf
Jan Drugowitsch and Alwyn M Barry. 2005. XCS with eligibility traces. Technical Report CSBU-2005-01. Department of Computer Science, University of Bath. pdf

Pages