Dynamics of Co-evolutionary Learning

by: Hugues Juille, Jordan B Pollack

edited by: Pattie Maes, Maja J Mataric, Jean A Meyer, Jordan Pollack, Stewart W Wilson

(September-JanuaryMarch 1996), pp. 526-534.

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Abstract

Co-evolutionary learning, which involves the embedding of adaptive learning agents in a fitness environment which dynamically responds to their progress, is a potential solution for many technological chicken and egg problems, and is at the heart of several recent and surprising successes, such as Sim's artificial robot and Tesauro's backgammon player. We recently solved the two spirals problem, a difficult neural network benchmark classification problem, using the genetic programming...

@inproceedings{citeulike:2396742, abstract = {Co-evolutionary learning, which involves the embedding of adaptive learning agents in a fitness environment which dynamically responds to their progress, is a potential solution for many technological chicken and egg problems, and is at the heart of several recent and surprising successes, such as Sim's artificial robot and Tesauro's backgammon player. We recently solved the two spirals problem, a difficult neural network benchmark classification problem, using the genetic programming...}, address = {Cape Code, USA}, author = {Juille, Hugues and Pollack, Jordan B. }, booktitle = {Proceedings of the Fourth International Conference on Simulation of Adaptive Behavior: From animals to animats 4}, citeulike-article-id = {2396742}, editor = {Maes, Pattie and Mataric, Maja J. and Meyer, Jean A. and Pollack, Jordan and Wilson, Stewart W. }, keywords = {coevolution, evolution, learning}, month = {September-JanuaryMarch}, pages = {526--534}, posted-at = {2008-02-19 00:14:09}, priority = {0}, publisher = {MIT Press}, title = {Dynamics of Co-evolutionary Learning}, url = {http://citeseer.ist.psu.edu/127287.html}, year = {1996} }

RIS record

TY - CONF ID - citeulike:2396742 L3 - citeulike-article-id:2396742 TI - Dynamics of Co-evolutionary Learning T2 - Proceedings of the Fourth International Conference on Simulation of Adaptive Behavior: From animals to animats 4 SP - 526 EP - 534 AD - Cape Code, USA PB - MIT Press N2 - Co-evolutionary learning, which involves the embedding of adaptive learning agents in a fitness environment which dynamically responds to their progress, is a potential solution for many technological chicken and egg problems, and is at the heart of several recent and surprising successes, such as Sim's artificial robot and Tesauro's backgammon player. We recently solved the two spirals problem, a difficult neural network benchmark classification problem, using the genetic programming... KW - coevolution KW - evolution KW - learning AU - Juille, Hugues AU - Pollack, Jordan A2 - Maes, Pattie A2 - Mataric, Maja A2 - Meyer, Jean A2 - Pollack, Jordan A2 - Wilson, Stewart PY - 1996/9-13// UR - http://citeseer.ist.psu.edu/127287.html ER -

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