2016 Publications
Kenneth O. Stanley and L. B. Soros (2016)
The Role of Subjectivity in the Evaluation of Open-Endedness (short workshop paper)
In: OEE2: The Second Workshop on Open-Ended Evolution at the Fifteenth International Conference on the Synthesis and Simulation of Living Systems (ALIFE XV). 2016 (3 pages).
L. B. Soros and Kenneth O. Stanley (2016)
Is Evolution Fundamentally Creative? (short workshop paper)
In: OEE2: The Second Workshop on Open-Ended Evolution at the Fifteenth International Conference on the Synthesis and Simulation of Living Systems (ALIFE XV). 2016 (3 pages).
Justin K. Pugh, L. B. Soros, and Kenneth O. Stanley (2016)
Quality Diversity: A New Frontier for Evolutionary Computation
In: Frontiers in Robotics and AI, 3(40). 2016 (17 pages).
Justin K. Pugh, L. B. Soros, and Kenneth O. Stanley (2016)
Searching for Quality Diversity when Diversity is Unaligned with Quality
In: Proceedings of the 14th International Conference on Parallel Problem Solving From Nature (PPSN-2016). New York, NY: Springer (10 pages).
Joshua A. Bowren, Justin K. Pugh, and Kenneth O. Stanley (2016)
Fully Autonomous Real-Time Autoencoder-Augmented Hebbian Learning through the Collection of Novel Experiences
In: Proceedings of the Fifteenth International Conference on the Synthesis and Simulation of Living Systems (ALIFE XV). Cambrige, MA: MIT Press, 2016 (8 pages).
This paper is accompanied by source code.
L. B. Soros, Nick Cheney, and Kenneth O. Stanley (2016)
How the Strictness of the Minimal Criterion Impacts Open-Ended Evolution
In: Proceedings of the Fifteenth International Conference on the Synthesis and Simulation of Living Systems (ALIFE XV). Cambrige, MA: MIT Press, 2016 (8 pages).
This paper is accompanied by source code.
Gregory Morse and Kenneth O. Stanley (2016)
Simple Evolutionary Optimization Can Rival Stochastic Gradient Descent in Neural Networks
In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2016). New York, NY: ACM, 2015 (8 pages).
This paper is accompanied by source code.