neural networks research group
areas
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people
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Learning in Fractured Domains (2009)
Author: Nate Kohl
Hand-coded keepaway policy:
Keepaway policy evolved with Cascade-NEAT:
Half-field soccer policy evolved with Cascade-NEAT:
People
Nate Kohl
Ph.D. Student (Alumni)
nate@cs.utexas.edu
Risto Miikkulainen
Professor
risto@cs.utexas.edu
Projects
Learning Strategic Behavior in Sequential Decision Tasks
2009 - 2012
Constructing Intelligent Agents in Simulated Worlds
2008 - 2010
Publications
Evolving Neural Networks for Fractured Domains
Nate Kohl and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference
, 1405-1412, July 2008.
2008
Evolving Neural Networks for Strategic Decision-Making Problems
Nate Kohl and Risto Miikkulainen
In
Neural Networks, Special issue on Goal-Directed Neural Systems
, 2009.
2009
IJCNN-2013 Tutorial on Evolution of Neural Networks
Risto Miikkulainen
To Appear In 2013. Tutorial slides..
2013
Areas of Interest
Neuroevolution
Reinforcement Learning