Eliana Feasley
Formerly affiliated Ph.D. Student
Eli's work in NNRG focused on social learning with neuroevolution, i.e. how agents could learn from useful experiences of other members in the population during evolution. She went on to develop machine learning systems for education at the Khan Academy.
Homepage:
http://www.cs.utexas.edu/~elie/
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
Artificial Life Cognitive Science Evolutionary Computation Neuroevolution Supervised Learning
Software/Data
ESL This is the C# source code for the experiments with Egalitarian Social Learning (ESL) in a robot foraging domain. The re... 2012
Demos
Egalitarian Social Learning (ESL) in Robot ForagingWesley Tansey2012
Labs
Formerly affiliated with Neural Networks