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» Natural Evolution Strategies
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HIS
2003
15 years 2 months ago
PDGA: the Primal-Dual Genetic Algorithm
Abstract. Genetic algorithms (GAs) are a class of search algorithms based on principles of natural evolution. Hence, incorporating mechanisms used in nature may improve the perform...
Shengxiang Yang
CORR
2006
Springer
114views Education» more  CORR 2006»
15 years 1 months ago
Emergence Explained
Abstract. Emergence--macro-level effects from micro-level causes--is at the heart of the conflict between reductionism and functionalism. How can there be autonomous higher level l...
Russ Abbott
114
Voted
GECCO
2007
Springer
183views Optimization» more  GECCO 2007»
15 years 4 months ago
Evolving distributed agents for managing air traffic
Air traffic management offers an intriguing real world challenge to designing large scale distributed systems using evolutionary computation. The ability to evolve effective air t...
Adrian K. Agogino, Kagan Tumer
ICTAI
2009
IEEE
15 years 7 months ago
Emergence of Memory-like Behavior in Reactive Agents Using External Markers
Early primitive animals with simple feed-forward neuronal circuits were limited to reactive behavior. Through evolution, they were gradually equipped with memory and became able t...
Ji Ryang Chung, Yoonsuck Choe
GECCO
2009
Springer
135views Optimization» more  GECCO 2009»
15 years 7 months ago
Neuroevolutionary reinforcement learning for generalized helicopter control
Helicopter hovering is an important challenge problem in the field of reinforcement learning. This paper considers several neuroevolutionary approaches to discovering robust cont...
Rogier Koppejan, Shimon Whiteson