On the Effects of Omitting Information Exchange between Autonomous Resource Management Agents - Inria - Institut national de recherche en sciences et technologies du numérique
Communication Dans Un Congrès Année : 2013

On the Effects of Omitting Information Exchange between Autonomous Resource Management Agents

Alva L. Couch
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Résumé

We study the problem of information exchange between coordinated autonomous resource management agents. We limit information to that which can be directly observed by each agent. While exchanging all relevant observables leads to near optimal management, leaving out information leads to ”hidden variable” problems that affect only part of the overall behavior. The patterns observed for hidden variables in simulation predict what will happen in a realistic situation when not all information is interchanged. Through simulation, we observe that leaving out information results in non-optimal behavior of the resource management model when resource needs are decreasing, although the partial information model performs very well when resource needs are increasing.
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Dates et versions

hal-01489961 , version 1 (14-03-2017)

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Siri Fagernes, Alva L. Couch. On the Effects of Omitting Information Exchange between Autonomous Resource Management Agents. 7th International Conference on Autonomous Infrastructure (AIMS), Jun 2013, Barcelona, Spain. pp.112-123, ⟨10.1007/978-3-642-38998-6_15⟩. ⟨hal-01489961⟩
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