TítuloRobust regulation adaptation in multi-agent systems
Publication TypeJournal Article
Year of Publication2013
AuthorsCampos J, López-Sánchez M, Salamó M, Avila P, Rodríguez-Aguilar JA
JournalACM Transactions on Autonomous and Adaptive Systems
Volume8
Paginación1-27
EditorialACM
Resumen

Adaptive organisation-centred multi-agent systems can dynamically modify their organisational components to better accomplish their goals. Our research line proposes an abstract distributed architecture (2-LAMA) to endow an organisation with adaptation capabilities. This paper focuses on regulationadaptation based on a machine learning approach, in which adaptation is learned by applying a tailored case-based reasoning method. We evaluate the robustness of the system when it is populated by noncompliant agents. The evaluation is performed in a peer-to-peer sharing network scenario. Results show that our proposal signi?cantly increases system performance and can cope with regulation violators without incorporating any speci?c regulation-compliance enforcement mechanism.