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» Evolving prediction weights using evolution strategy
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ICANNGA
2009
Springer
203views Algorithms» more  ICANNGA 2009»
15 years 4 months ago
NEAT in HyperNEAT Substituted with Genetic Programming
In this paper we present application of genetic programming (GP) [1] to evolution of indirect encoding of neural network weights. We compare usage of original HyperNEAT algorithm w...
Zdenek Buk, Jan Koutník, Miroslav Snorek
ICRA
2010
IEEE
137views Robotics» more  ICRA 2010»
14 years 8 months ago
Assembling wheels to continuously conveyed car bodies using a standard industrial robot
Abstract— Within assembly lines, wheel assembly to continuously conveyed car bodies is still executed by human workers using a device that compensates the weight of the wheel. Th...
Friedrich Lange, Jochen Werner, Johannes Scharrer,...
CEC
2007
IEEE
15 years 4 months ago
Fingerprint analysis of the noisy prisoner's dilemma
Abstract— Fingerprinting is a technique that permits automatic classification of strategies for playing a game. In this study the evolution of strategies for playing the iterate...
Daniel A. Ashlock, Eun-Youn Kim, Wendy Ashlock
88
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CEC
2010
IEEE
14 years 9 months ago
Coevolutionary Temporal Difference Learning for small-board Go
—In this paper we apply Coevolutionary Temporal Difference Learning (CTDL), a hybrid of coevolutionary search and reinforcement learning proposed in our former study, to evolve s...
Krzysztof Krawiec, Marcin Szubert
CIDM
2007
IEEE
15 years 4 months ago
A Prototype-driven Framework for Change Detection in Data Stream Classification
This paper presents a prototype-driven framework for classifying evolving data streams. Our framework uses cluster prototypes to summarize the data and to determine whether the cur...
Hamed Valizadegan, Pang-Ning Tan