Paper Details: Downloads: 544
Serial Number: P1120819002
Title: Cellular Automata with Biological Sequence Analysis Approach to Robotic Soccer
Authors: P. KIRAN SREE, Dr.I .RAMESH BABU, N.S.S.S.N USHA DEVI
Abstract: This paper reports on the application of sequence analysis algorithms for agents in robotic soccer and a suitable representation is proposed to achieve this mapping. The objective of this research is to generate novel better in-game strategies with the aim of faster adaptation to the changing environment. A homogeneous non-communicating multi-agent architecture using the representation is presented. To achieve real-time learning during a game, a bucket brigade algorithm is used to reinforce Cellular Automata Based Classifier. A technique for selecting strategies based on sequence analysis is adopted.
Keywords: Multi-agent architecture, bucket brigade algorithm, reinforce learning, Cellular Automata Classifer.
Journal/Conference: International Journal of Artificial Intelligence and Machine Learning
Volume:
Issue:
Submission Date: 5/6/2008 12:00:00 AM
Review Date: 6/8/2008 12:00:00 AM
Publishing Date: 6/28/2008 12:00:00 AM
Article Downloads: 544
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