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This volume brings together recent theoretical work in Learning Classifier Systems (LCS), which is a Machine Learning technique combining Genetic Algorithms and Reinforcement Learning. It includes self-contained background chapters on related fields (reinforcement learning and evolutionary computation) tailored for a classifier systems audience and written by acknowledged authorities in their area - as well as a relevant historical original work by John Holland.
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Foundations of learning classifier systems, Larry Bull
- Language
- Released
- 2005
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- Title
- Foundations of learning classifier systems
- Language
- English
- Authors
- Larry Bull
- Publisher
- Springer
- Released
- 2005
- ISBN10
- 3540250735
- ISBN13
- 9783540250739
- Category
- Computers, IT, Programming
- Description
- This volume brings together recent theoretical work in Learning Classifier Systems (LCS), which is a Machine Learning technique combining Genetic Algorithms and Reinforcement Learning. It includes self-contained background chapters on related fields (reinforcement learning and evolutionary computation) tailored for a classifier systems audience and written by acknowledged authorities in their area - as well as a relevant historical original work by John Holland.