Naslov
Field-based Coordination of Mobile Intelligent Agents: An Evolutionary Game Theoretic Analysis

Autori
Tržec, Krunoslav ; Lovrek, Ignac

Izvornik
Lecture Notes in Artificial Intelligence, Subseries of Lecture Notes in Computer Science (0302-9743) 4692 (2007), 1; 198-205

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
mobile agent; intelligent agent; game theory; field-based coordination;
(mobile agent; intelligent agent; game theory; field-based coordination)

Sažetak
The paper deals with field-based coordination of agent team in which the continental divide game is applied as a coordination mechanism. The agent team consists of self-interested mobile intelligent agents whose behaviour is modelled using coordination policies based on adaptive learning algorithms. Three types of learning algorithms have been used: three parameter Roth-Erev algorithm, stateless Q-learning algorithm, and experience-weighted attraction algorithm. The coordination policies are analyzed by replicator dynamics from evolutionary game theory. A case study describing performance evaluation of coordination policies according to the analysis is considered

Izvorni jezik
Engleski

Znanstvena područja
Brodogradnja

POVEZANOST RADA