UTCS Artificial Intelligence
courses
talks/events
demos
people
projects
publications
software/data
labs
areas
admin
David E. Moriarty
Ph.D. Alumni
Email:
moriarty [at] alumni utexas net
Homepage:
http://www.cs.utexas.edu/~moriarty
Publications
Evolving Neural Networks To Play Go
1998
Norman Richards, David Moriarty, and Risto Miikkulainen,
Applied Intelligence
Thomas B{"a}ck (Eds.) (1998), pp. 768-775. San Francisco, CA: Morgan Kaufmann.
Hierarchical Evolution Of Neural Networks
1998
David E. Moriarty and Risto Miikkulainen, In
Proceedings of the 1998 IEEE Conference on Evolutionary Computation (ICEC98)
, pp. 428-433, Anchorage, AK 1998. Piscataway, NJ: IEEE.
Forming Neural Networks Through Efficient And Adaptive Coevolution
1997
David E. Moriarty and Risto Miikkulainen,
Evolutionary Computation
, Vol. 5 (1997), pp. 373--399.
Symbiotic Evolution Of Neural Networks In Sequential Decision Tasks
1997
David E. Moriarty, PhD Thesis, Department of Computer Sciences, The University of Texas at Austin. 117. Technical Report UT-AI97-257.
Efficient Reinforcement Learning Through Symbiotic Evolution
1996
David E. Moriarty and Risto Miikkulainen,
Machine Learning
Leslie Pack Kaelbling (Eds.), AI94-224 (1996), pp. 11-32.
Evolving Obstacle Avoidance Behavior In A Robot Arm
1996
David E. Moriarty and Risto Miikkulainen, In
From Animals to Animats 4: Proceedings of the Fourth International Conference on Simulation of Adaptive Behavior
, Pattie Maes and Maja J. Mataric and Jean-Arcady Meyer and Jordan Pollack an...
Discovering Complex Othello Strategies Through Evolutionary Neural Networks
1995
David E. Moriarty and Risto Miikkulainen,
Connection Science
, Vol. 7 (1995), pp. 195--209.
Learning Sequential Decision Tasks
1995
David E. Moriarty and Risto Miikkulainen, Technical Report AI95-229, Department of Computer Sciences, The University of Texas at Austin.
Evolutionary Neural Networks For Value Ordering In Constraint Satisfaction Problems
1994
David E. Moriarty and Risto Miikkulainen, Technical Report AI94-218, Department of Computer Sciences, The University of Texas at Austin.
Evolving Neural Networks To Focus Minimax Search
1994
David E. Moriarty and Risto Miikkulainen, In
Proceedings of the Twelfth National Conference on Artificial Intelligence (AAAI-94)
, pp. 1371-1377, Seattle, WA 1994. Cambridge, MA: MIT Press.
Areas of Interest
Game Playing
Neuroevolution
Robotics
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
Labs
Formerly affiliated with
Neural Networks