@inproceedings{e8c5270459904912a858c290bcd39e06,
title = "Measuring global behaviour of multi-agent systems from pair-wise mutual information",
abstract = "In this paper we present a method for finding general dependencies between individual agents in a multi-agent system. We use mutual information as the general measure for dependence and demonstrate how it can be used to estimate pair-wise coupling in a 2 dimensional swarm. We then show that our technique of measuring local coupling can find phase transitions in the global behaviour of the system.",
author = "George Mathews and Hugh Durrant-Whyte and Mikhail Prokopenko",
year = "2005",
month = sep,
doi = "10.1007/11554028_81",
language = "English",
isbn = "354028897X",
volume = "3684 LNAI",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer, Springer Nature",
pages = "587--594",
editor = "Rajiv Khosla and Howlett, {Robert J.} and Jain, {Lakhmi C.}",
booktitle = "Knowledge-Based Intelligent Information and Engineering Systems",
address = "United States",
note = "9th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2005 ; Conference date: 14-09-2005 Through 16-09-2005",
}