ESL
Released 2012
This is the C# source code for the experiments with Egalitarian Social Learning (ESL) in a robot foraging domain. The repository contains code for using a modified version of SharpNEAT to evolve intelligent agents for a robot foraging domain. Github repository
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People
Eliana Feasley Formerly affiliated Ph.D. Student elie [at] cs utexas edu
Wesley Tansey Formerly affiliated Collaborator tansey [at] cs utexas edu
Publications
Accelerating Evolution via Egalitarian Social Learning 2012
Wesley Tansey, Eliana Feasley, and Risto Miikkulainen, In Proceedings of the 14th Annual Genetic and Evolutionary Computation Conference (GECCO 2012), Philadelphia, Pennsylvania, USA 2012.
Multiagent Learning through Neuroevolution 2012
Risto Miikkulainen, Eliana Feasley, Leif Johnson, Igor Karpov, Padmini Rajagopalan, Aditya Rawal, and Wesley Tansey, In Advances in Computational Intelligence, J. Liu et al. (Eds.), Vol. LNCS 7311, pp. 24-46, Berlin, Heidelberg: 2012. Springer.
Projects
Learning Strategic Behavior in Sequential Decision Tasks 2009 - 2014
Areas of Interest
Supervised Learning
Demos
Egalitarian Social Learning (ESL) in Robot ForagingWesley Tansey2012
Labs
Neural Networks