A demonstration of social learning applied in neuroevolution
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BatchExperiment
CondorApp
QLearningExperiment
SharpNeatV2
SocialLearningOnly
TestWorld
VisualizeWorld
condor_build
experiments
lib
paper
social_learning
.gitignore
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README.md
TraceAndTestImpact.testsettings
social_learning.sln
social_learning.userprefs
social_learning.vsmdi

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} }