2013 Publications
Paul A. Szerlip, and Kenneth O. Stanley (2013)
Indirectly Encoded Sodarace for Artificial Life
To appear in: Proceedings of the 12th European Conference on Artificial Life (ECAL-2013, Taormina, Italy). Cambridge, MA: MIT Press.
This paper is accompanied with a set of interactive demos at http://eplex.cs.ucf.edu/ecal13/demo/PCA.html.
Kenneth O. Stanley, Jeff Clune, David B. D'Ambrosio, Colin D. Green, Joel Lehman, Gregory Morse, Justin K. Pugh, Sebastian Risi, and Paul Szerlip (2013)
CPPNs Effectively Encode Fracture: A Response to Critical Factors in the Performance of HyperNEAT
University of Central Florida Dept. of EECS Technical Report CS-TR-13-05 (Maunscript 37 pages).
This paper is accompanied by a companion page of source code, parameters, and videos at http://eplex.cs.ucf.edu/cfresponse13.html.
Justin K. Pugh, Skyler Goodell, and Kenneth O. Stanley (2013)
Directional Communication in Evolved Multiagent Teams
University of Central Florida Dept. of EECS Technical Report CS-TR-13-04 (17 pages).
This paper is accompanied with a set of video demos at http://tinyurl.com/DirComVideo.
This technical report is no longer available because it has been superseded by the conference paper Directional Communication in Evolved Multiagent Teams (above)
Amy K. Hoover, Paul A. Szerlip, and Kenneth O. Stanley (2013)
Implications from Music Generation for Music Appreciation
To appear in: Proceedings of the Fourth International Conference on Computational Creativity (ICCC-2013, Sydney, Australia).
Joel Lehman and Kenneth O. Stanley (2013)
Evolvability is Inevitable: Increasing Evolvability Without the Pressure to Adapt
To appear in: PLoS ONE journal. (9 pages).
Gregory Morse, Sebastian Risi, Charles R. Snyder, and Kenneth O. Stanley (2013)
Single-Unit Pattern Generators for Quadruped Locomotion
In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2013). New York, NY: ACM, 2013 (8 pages).
This paper is accompanied with a set of video demos at http://eplex.cs.ucf.edu/supg/supgql/.
Joel Lehman, Kenneth O. Stanley and Risto Miikkulainen (2013)
Effective Diversity Maintenance in Deceptive Domains
To Appear In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2013). New York, NY: ACM, 2013 (8 pages)
Justin K. Pugh and Kenneth O. Stanley (2013)
Evolving Multimodal Controllers with HyperNEAT
In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2013). New York, NY: ACM, 2013 (8 pages).
This manuscript is slightly amended from the published version to correct an omission.
Sebastian Risi and Kenneth O. Stanley (2013)
Confronting the Challenge of Learning a Flexible Neural Controller for a Diversity of Morphologies
To appear in: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2013). New York, NY:ACM (7 pages).
This paper is accompanied with a set of video demos at http://youtu.be/oLSSt5GyHNk.
Joel Lehman, Sebastian Risi, David B. D'Ambrosio and Kenneth O. Stanley (2013)
Encouraging Reactivity to Create Robust Machines
To appear in: Adaptive Behavior journal. London: SAGE, 2013 (Maunscript 31 pages).
This paper is accompanied with a set of video demos at http://goo.gl/Qn9nz.
David B. D'Ambrosio and Kenneth O. Stanley (2013)
Scalable Multiagent Learning through Indirect Encoding of Policy Geometry
In: Evolutionary Intelligence Journal. New York, NY: Springer-Verlag, 2013 (Maunscript 30 pages).
This paper is accompanied with a set of video demos at http://eplex.cs.ucf.edu/demos/multiagentcompared.
The final publication is available at http://link.springer.com/article/10.1007%2Fs12065-012-0086-3.