Evaluating team performance at the edge of Chaos

Mikhail Prokopenko, Peter Wang

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionpeer-review

14 Citations (Scopus)

Abstract

We introduce a concise approach to teamwork evaluation on multiple levels-dealing with agent's behaviour spread and multi-agent coordination potential, and abstracting away the team decision process. The presented quantitative information-theoretic methods measure behavioural and epistemic entropy, and detect phase transitions-The edge of chaos-in team performance. The techniques clearly identify under-performing states, where a change in tactics may be warranted. This approach is a step towards a unified quantitative framework on behavioural and belief dynamics in complex multi-agent systems.

Original languageEnglish
Title of host publicationRoboCup 2003: Robot Soccer World Cup VII
Place of PublicationBerlin
PublisherSpringer, Springer Nature
Pages89-101
Number of pages13
Volume3020
ISBN (Print)3540224432, 9783540224433
Publication statusPublished - 2004
Externally publishedYes
Event7th Robot World Cup Soccer and Rescue Competitions and Conferences, RoboCup 2003 - Padua, Italy
Duration: 2 Jul 200311 Jul 2003

Other

Other7th Robot World Cup Soccer and Rescue Competitions and Conferences, RoboCup 2003
CountryItaly
CityPadua
Period2/07/0311/07/03

Fingerprint Dive into the research topics of 'Evaluating team performance at the edge of Chaos'. Together they form a unique fingerprint.

Cite this