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ATAL
2010
Springer
15 years 7 months ago
Evolving policy geometry for scalable multiagent learning
A major challenge for traditional approaches to multiagent learning is to train teams that easily scale to include additional agents. The problem is that such approaches typically...
David B. D'Ambrosio, Joel Lehman, Sebastian Risi, ...
EH
2005
IEEE
158views Hardware» more  EH 2005»
15 years 11 months ago
Co-evolutionary Variance Can Guide Physical Testing in Evolutionary System Identification
Co-evolution of system models and system tests can be used for exploratory system identification of physical platforms. Here we demonstrate how the amount of physical testing can ...
Viktor Zykov, Josh C. Bongard, Hod Lipson
CEC
2008
IEEE
15 years 8 months ago
Creature Academy: A system for virtual creature evolution
In this paper, we present Creature Academy, a virtual laboratory that allows for the evolution of form and function within simulated physical 3D environments. Creature Academy can ...
Marcin L. Pilat, Christian Jacob
SASO
2010
IEEE
15 years 4 months ago
Experience Report in Developing and Applying a Method for Self-Organisation to Agile Manufacturing
The design and implementation of distributed, self-organising and self-adaptive systems are challenging. In this article we report on our experience gained during the development o...
Giovanna Di Marzo Serugendo, Regina Frei
EUROGP
2007
Springer
164views Optimization» more  EUROGP 2007»
16 years 11 days ago
The Induction of Finite Transducers Using Genetic Programming
This paper reports on the results of a preliminary study conducted to evaluate genetic programming (GP) as a means of evolving finite state transducers. A genetic programming syste...
Amashini Naidoo, Nelishia Pillay