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dc.contributor.authorCAHILL, VINNYen
dc.date.accessioned2009-09-17T09:58:37Z
dc.date.available2009-09-17T09:58:37Z
dc.date.createdSeptemberen
dc.date.issued2004en
dc.date.submitted2004en
dc.identifier.citationJim Dowling, Raymond Cunningham, Eoin Curran, and Vinny Cahill., Distributed reinforcement learning of autonomic behaviour., 2nd International Workshop on Self-Adaptive and Autonomic Computing Systems (SAACS'04), Zaragoza, Spain, September, 2004en
dc.identifier.otherYen
dc.identifier.urihttp://hdl.handle.net/2262/32808
dc.descriptionPUBLISHEDen
dc.descriptionZaragoza, Spainen
dc.descriptionWinner Best Paper Award.en
dc.description.abstractThis paper introduces Collaborative Reinforcement Learning (CRL), a coordination model for solving system-wide optimisation problems in distributed systems where there is no support for global state. In CRL the autonomic properties of a distributed system emerge from the coordination of individual agents solving discrete optimisation problems using Reinforcement Learning. In the context of an ad hoc routing protocol, we show how system-wide optimisation in CRL can be used to establish and maintain autonomic properties for decentralised distributed systems.en
dc.format.mimetypeapplication/pdf
dc.language.isoenen
dc.rightsYen
dc.subjectComputer Scienceen
dc.titleDistributed reinforcement learning of autonomic behaviour.en
dc.title.alternative2nd International Workshop on Self-Adaptive and Autonomic Computing Systems (SAACS'04)en
dc.typeConference Paperen
dc.type.supercollectionscholarly_publicationsen
dc.type.supercollectionrefereed_publicationsen
dc.identifier.peoplefinderurlhttp://people.tcd.ie/vjcahillen
dc.identifier.rssinternalid61207en
dc.identifier.rssurihttp://www.cs.tcd.ie/publications/tech-reports/reports.04/TCD-CS-2004-34.pdfen


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