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Background

  • Martin V. Butz
Part of the Genetic Algorithms and Evolutionary Computation book series (GENA, volume 4)

Abstract

In order not to precipitately rush into the theoretical details and functioning of ACS2, we first provide a rather general background of anticipations, genetic algorithms, and learning classifier systems. ACS2 is certainly not a revolutionary new approach but rather a consequence and long awaited necessity in the research areas of anticipations, adaptive behavior, reinforcement learning, and learning classifier systems. The background section provides insights about what led to the consequent development of ACS2 and introduces all ideas relevant to the system.

Keywords

Genetic Algorithm Reinforcement Learning Simple Genetic Algorithm Learn Classifier System Reward Prediction 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer Science+Business Media New York 2002

Authors and Affiliations

  • Martin V. Butz
    • 1
  1. 1.University of WürzburgGermany

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