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A demonstration of social learning applied in neuroevolution
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BatchExperiment Cleaned up unused variables
CondorApp
QLearningExperiment
SharpNeatV2 Fixed fitness dip problem. Lots of comments and cleanup. Parallelized…
SocialLearningOnly
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condor_build Updated condor builds
experiments updated job script
lib Fixed fitness dip problem. Lots of comments and cleanup. Parallelized…
paper
social_learning Added combo rewards and polling social learning methods
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README.md
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social_learning.sln
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social_learning.vsmdi Moved experiment and evaluator code into social_learning project.

README.md

Egalitarian Social Learning

This is an experiment in Egalitarian Social Learning (ESL). The repository contains code for using a modified version of SharpNEAT to evolve intelligent agents for a robot foraging domain.

Citation

To Appear In Genetic and Evolutionary Computation Conference (GECCO) 2012, 2012.

Bibtex

@inproceedings{tansey:gecco12, title={Accelerating Evolution via Egalitarian Social Learning}, author={Wesley Tansey and Eliana Feasley and Risto Miikkulainen}, booktitle={Proceedings of the 14th Annual Genetic and Evolutionary Computation Conference (GECCO 2012)}, month={July}, address={Philadelphia, Pennsylvania, USA}, url="http://nn.cs.utexas.edu/?tansey:gecco12", year={2012} }

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