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Type: Conference paper
Title: Static experts and dynamic enemies in coevolutionary games
Author: Avery, P.
Michalewicz, Z.
Citation: Proceedings of IEEE Congress on Evolutionary Computation, 25-28 September 2007:pp.4035-4042
Publisher: IEEE
Publisher Place: CDROM
Issue Date: 2007
ISBN: 1424413400
Conference Name: IEEE Congress on Evolutionary Computation (2007 : Singapore)
Editor: Tan, K.
Xu, J.
Statement of
Avery, P.M.: Michalewicz, Z.
Abstract: The usage of memory in coevolutionary systems offers a wide range of research possibilities, especially when evolving computationally intelligent computer players for games. The research discussed here continues from previous work done to include memory with coevolution for the game of TEMPO. The strategy of inserting a simple human derived rule base to kick start the evolutionary process with memory is investigated further, with tests done on the effectiveness of the expert as a participant in the evolutionary process. There is also further research presented on reproducing the human long term memory mechanism in the coevolutionary process, with a process used to mimic the way humans recall information relevant to the current scenario. This creates a memory that changes as the environmental situation changes, and results in a dynamic opposition to coevolve against.
Description: Copyright © 2007 IEEE
DOI: 10.1109/CEC.2007.4424997
Appears in Collections:Aurora harvest
Computer Science publications

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