NNRG People - David E. Moriarty

David E. Moriarty

Ph.D. Alumni

Email:

moriarty [at] alumni utexas net

Homepage:

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

Evolving Neural Networks To Play Go	Norman Richards, David Moriarty, and Risto Miikkulainen	In Thomas B{"a}ck, editors, Proceedings of the Seventh International Conference on Genetic Algori...	1998

Hierarchical Evolution Of Neural Networks	David E. Moriarty and Risto Miikkulainen	In Proceedings of the 1998 IEEE Conference on Evolutionary Computation (ICEC98), 428-433, Anc...	1998

Forming Neural Networks Through Efficient And Adaptive Coevolution	David E. Moriarty and Risto Miikkulainen	Evolutionary Computation, 5:373--399, 1997.	1997

Symbiotic Evolution Of Neural Networks In Sequential Decision Tasks	David E. Moriarty	PhD Thesis, Department of Computer Sciences, The University of Texas at Austin, 1997. 117. Technical...	1997

Efficient Reinforcement Learning Through Symbiotic Evolution	David E. Moriarty and Risto Miikkulainen	In Leslie Pack Kaelbling, editors, Recent Advances in Reinforcement Learning(AI94-224), 11-32...	1996

Evolving Obstacle Avoidance Behavior In A Robot Arm	David E. Moriarty and Risto Miikkulainen	In Pattie Maes and Maja J. Mataric and Jean-Arcady Meyer and Jordan Pollack and Stewart W. Wilson, ...	1996

Discovering Complex Othello Strategies Through Evolutionary Neural Networks	David E. Moriarty and Risto Miikkulainen	Connection Science, 7:195--209, 1995.	1995

Learning Sequential Decision Tasks	David E. Moriarty and Risto Miikkulainen	Technical Report AI95-229, Department of Computer Sciences, The University of Texas at Austin, 1995.	1995

Evolutionary Neural Networks For Value Ordering In Constraint Satisfaction Problems	David E. Moriarty and Risto Miikkulainen	Technical Report AI94-218, Department of Computer Sciences, The University of Texas at Austin, 1994.	1994

Evolving Neural Networks To Focus Minimax Search	David E. Moriarty and Risto Miikkulainen	In Proceedings of the Twelfth National Conference on Artificial Intelligence (AAAI-94), 1371-...	1994

Software/Data

SANE-C	The SANE-C package contains the source code for the Hierarchical SANE system, written in C. This package has been rewrit...	1997

Polebalancing	This simulator contains the code used to compare (neuron-level) SANE to one- and two-layer adaptive heuristic critics in...	1995

Areas of Interest

Neuroevolution Robotics Game Playing