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NEAT Java (JNEAT)
Released 2002
The JNEAT package contains Java source code for the NeuroEvolution of Augmenting Topologies method (see the original NEAT C++ package). It includes a nice GUI (see screenshots ), and implementations of experiments for XOR and 3-bit parity.

For answers to common questions, refer to our FAQ .

JNEAT was written by Ugo Vierucci based on the original C++ package by Kenneth Stanley. Please direct bug reports to ugo.vierucci@virgilio.it. Please contact kstanley@cs.utexas.edu for other comments, including ideas or plans for expanding the open source software.

Versions:
v1.2 6/24/02 vierucci

Download:
ZIP, TAR
People
Kenneth Stanley Postdoctoral Alumni kstanley [at] cs ucf edu
Projects
NEAT: Evolving Increasingly Complex Neural Network Topologies 2000 - 2011
Publications
     [Expand to show all 13][Minimize]
Neuroevolution Insights Into Biological Neural Computation Risto Miikkulainen Science, 387:eadp7478, 2025. 2025
Neuroevolution: Harnessing Creativity in AI Model Design Sebastian Risi, David Ha, Yujin Tang, Risto Miikkulainen To Appear In , Cambridge, MA, 2025. MIT Press. 2025
Neuroevolution Risto Miikkulainen In Dinh Phung, Claude Sammut and Geoffrey I. Webb, editors, Encyclopedia of Machine Learning and ... 2022
Neuroevolution Risto Miikkulainen In Sammut, C. and Webb, G. I., editors, Encyclopedia of Machine Learning, 2nd Edition, Berlin... 2015
IJCNN-2013 Tutorial on Evolution of Neural Networks Risto Miikkulainen To Appear In 2013. Tutorial slides.. 2013
Neuroevolution Risto Miikkulainen In Encyclopedia of Machine Learning, New York, 2010. Springer. 2010
Computational Intelligence in Games Risto Miikkulainen, Bobby D. Bryant, Ryan Cornelius, Igor V. Karpov, Kenneth O. Stanley, and Chern H... In Gary Y. Yen and David B. Fogel, editors, Computational Intelligence: Principles and Practice<... 2006
Competitive Coevolution through Evolutionary Complexification Kenneth O. Stanley and Risto Miikkulainen Journal of Artificial Intelligence Research, 21:63-100, 2004. 2004
Evolving a Roving Eye for Go Kenneth O. Stanley and Risto Miikkulainen In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2004), Berlin, 2... 2004
Continual Coevolution Through Complexification Kenneth O. Stanley and Risto Miikkulainen In William B. Langdon and Erick Cantu-Paz and Keith E. Mathias and Rajkumar Roy and David Davis and ... 2002
Efficient Evolution Of Neural Network Topologies Kenneth O. Stanley and Risto Miikkulainen In William B. Langdon and Erick Cantu-Paz and Keith E. Mathias and Rajkumar Roy and David Davis and ... 2002
Efficient Reinforcement Learning Through Evolving Neural Network Topologies Kenneth O. Stanley and Risto Miikkulainen In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2002), 9, San Fr... 2002
Evolving Neural Networks Through Augmenting Topologies Kenneth O. Stanley and Risto Miikkulainen Evolutionary Computation, 10(2):99-127, 2002. 2002
Demos
Neuroevolution of Augmenting Topologies DemosKenneth Stanley2003
Areas of Interest
Neuroevolution Robotics
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