Balancing coordination and synchronization cost in cooperative situated multi-agent systems with imperfect communication.

Simple item page
dc.contributor.authorTavares, Andréa Iabrudi
dc.contributor.authorCampos, Mário Fernando Montenegro
dc.date.accessioned2012-11-13T17:11:55Z
dc.date.available2012-11-13T17:11:55Z
dc.date.issued2004
dc.description.abstractWe propose a new Markov team decision model to the decentralized control of cooperative multi-agent systems with imperfect communication. Informational classes capture system’s communication semantics and uncertainties about transmitted information and stochastic transmission models, including delayed and lost messages, summarize characteristics of communication devices and protocols. This model provides a quantitative solution to the problem of balancing coordination and synchronization cost in cooperative domains, but its exact solution is computationally infeasible.We propose a generic heuristic approach, based on a off-line centralized team plan. Decentralized decision-making relies on Bayesian dynamic system estimators and decision-theoretic policy generators. These generators use system estimators to express agent’s uncertaintyabout system state and also to quantify expected effects of communication on local and external knowledge. Probabilities of external team behavior, a byproduct of policy generators, are used into system estimators to infer state transition. Experimental results concerning two previously proposed multi-agent tasks are presented, including limited communication range and reliability.pt_BR
dc.identifier.citationTAVARES, A. I.; CAMPOS, M. F. M. Balancing coordination and synchronization cost in cooperative situated multi-agent systems with imperfect communication. In. European Conference On Artificial Intelligence, 2004. Valencia. Anais... Valencia: Eureopean Conference on Artificial Intelligence, 16,. 2004. p. 68-73. Disponível em: <http://www.frontiersinai.com/ecai/ecai2004/ecai04/pdf/p0068.pdf>. Acesso em: 13 nov. 2012pt_BR
dc.identifier.urihttp://www.repositorio.ufop.br/handle/123456789/1788
dc.language.isoen_USpt_BR
dc.titleBalancing coordination and synchronization cost in cooperative situated multi-agent systems with imperfect communication.pt_BR
dc.typeTrabalho apresentado em eventopt_BR
Files
Original bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
EVENTO_BalancingCoordinationSynchronization.pdf
Size:
220.52 KB
Format:
Adobe Portable Document Format
Download
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
1.71 KB
Format:
Item-specific license agreed upon to submission
Description:
Download
Collections
DECOM - Trabalhos apresentados em eventos