NNRG People - Eliana Feasley

Eliana Feasley

Former 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.

Email:

elie [at] cs utexas edu

Homepage:

http://www.cs.utexas.edu/~elie/

Projects

Learning Strategic Behavior in Sequential Decision Tasks

2009 - 2014

Demos

Egalitarian Social Learning (ESL) in Robot Foraging

Wesley Tansey

2012

Publications

Multiagent Learning through Neuroevolution	Risto Miikkulainen, Eliana Feasley, Leif Johnson, Igor Karpov, Padmini Rajagopalan, Aditya Rawal, an...	In J. Liu et al., editors, Advances in Computational Intelligence, LNCS 7311, 24-46, Berlin, ...	2012

Accelerating Evolution via Egalitarian Social Learning	Wesley Tansey, Eliana Feasley, and Risto Miikkulainen	In Proceedings of the 14th Annual Genetic and Evolutionary Computation Conference (GECCO 2012)	2012

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

Areas of Interest

Supervised Learning Evolutionary Computation Neuroevolution Artificial Life Cognitive Science