Tag Archives: Learning classifier systems

Reinforcement Learning, Logic and Evolutionary Computation

Drew Mellor is pleased to announce the publication of his new LCS book. Reinforcement Learning, Logic and Evolutionary Computation: A Learning Classifier System Approach to Relational Reinforcement Learning, published by Lambert Academic Publishing (ISBN 978-3-8383-0196-9). Abstract Reinforcement learning (RL) consists … Continue reading

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An LCS Review for Beginners and Non-Computer Scientists.

I am pleased to share with you that the Journal of Artificial Evolution and Applications has recently published my LCS Review paper entitled, “Learning Classifier Systems: A Complete Introduction, Review, and Roadmap”. I wrote this from the perspective of a … Continue reading

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Large Scale Data Mining using Genetics-Based Machine Learning

Below you may find the slides of the GECCO 2009 tutorial that Jaume Bacardit and I put together. Hope you enjoy it.
Slides
Abstract
We are living in the peta-byte era.We have larger and larger data to analyze, process and transform into useful answers for the domain experts. Robust data mining tools, able to cope with petascale volumes […]

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  1. Observer-Invariant Histopathology using Genetics-Based Machine Learning
  2. Deadline extended for special issue on Metaheuristics for Large Scale Data Mining
  3. [BDCSG2008] Algorithmic Perspectives on Large-Scale Social Network Data (Jon Kleinberg)

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NIGEL 2006 Part VI: Bacardit

After coming back from GECCO I just uploaded the last of the NIGEL 2006 talks at LCS & GBML Central. This last talk was by Jaume Bacardit and GBML for protein structure prediction.

Related posts:NIGEL 2006 Part V: Bernardó vs. LanziNIGEL 2006 Part IV: Llorà vs. CasillasNIGEL 2006 Part III: Butz vs. Barry

Related posts:

  1. NIGEL 2006 Part V: Bernardó vs. Lanzi
  2. NIGEL 2006 Part IV: Llorà vs. Casillas
  3. NIGEL 2006 Part III: Butz vs. Barry

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NIGEL 2006 revisited (Part VI): Bacardit

This is the last of the NIGEL talks NIGEL 2006 talks. Enjoy this last one Jaume Bacardit Video [vimeo clip_id=5065758 width=”432″ height=”320″] Slides [slideshare id=1384657&doc=nigel-2006-bacardit-090504154202-phpapp02]

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NIGEL 2006 Part V: Bernardó vs. Lanzi

After the vacation break, two more NIGEL 2006 talks are available at LCS & GBML Central. This week Ester Bernardó presents how LCS can perform in the presence of class imbalance, whereas Lanzi continues his quest on computed predictions.

Related posts:NIGEL 2006 Part IV: Llorà vs. CasillasTranscoding NIGEL 2006 videosNIGEL 2006 Part III: Butz […]

Related posts:

  1. NIGEL 2006 Part IV: Llorà vs. Casillas
  2. Transcoding NIGEL 2006 videos
  3. NIGEL 2006 Part III: Butz vs. Barry

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NIGEL 2006 revisited (Part V): Bernadó and Lanzi

After a brief break, the two last rounds of talks are coming. This week two more NIGEL 2006 talks. Enjoy this fifth release, Bernadó vs. Lanzi. Ester Bernardó-Mansilla Video [vimeo clip_id=5065762 width=”432″ height=”320″] Slides [slideshare id=1384643&doc=nigel-2006-bernado-090504153926-phpapp02] Pier Luca Lanzi Video … Continue reading

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Coevolution of Pattern Generators and Recognizers

A new technical report was posted in the Illigal technical reports page (here). For a full list of Illigal reports click here.
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NIGEL 2006 Part IV: Llorà vs. Casillas

Two more NIGEL 2006 talks are available at LCS & GBML Central. This week Xavier Llorà presents how linkage learning can be achieve in Pittsburgh LCS, whereas Jorge Casillas reviews his work using XCS and Fuzzy LCS.

Related posts:NIGEL 2006 Part III: Butz vs. BarryNIGEL 2006 Part II: Dasgupta vs. BookerNIGEL 2006 Part V: […]

Related posts:

  1. NIGEL 2006 Part III: Butz vs. Barry
  2. NIGEL 2006 Part II: Dasgupta vs. Booker
  3. NIGEL 2006 Part V: Bernardó vs. Lanzi

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NIGEL 2006 revisited (Part IV): Llorà and Casillas

This week two more NIGEL 2006 talks. Enjoy this third release, Llorà vs. Casillas. Xavier Llorà Video [vimeo clip_id=4727857 width=”432″ height=”320″] Slides [slideshare id=1384570&doc=nigel-2006-llora-xeccs-090504152642-phpapp01] Jorge Casillas Video [vimeo clip_id=4727943 width=”432″ height=”320″] Slides [slideshare id=1550779&doc=nigel-2006-casillas-090608160722-phpapp02]

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