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Description
  • An important property of an autonomous agent is its ability to reason about other agents' private knowledge. Knowledge about the community and private knowledge of its members can be obtained by monitoring events appearing in the community. We propose three approaches how an agent can use the observed events to build such a model: one is based on theorem proving, the other on machine learning techniques, namely ILP and version space. The proposed framework allows to choose the type of model revision/update on eager-lazy strategy scale. These techniques were implemented and compared in two case studies concerning coalition formation.
  • An important property of an autonomous agent is its ability to reason about other agents' private knowledge. Knowledge about the community and private knowledge of its members can be obtained by monitoring events appearing in the community. We propose three approaches how an agent can use the observed events to build such a model: one is based on theorem proving, the other on machine learning techniques, namely ILP and version space. The proposed framework allows to choose the type of model revision/update on eager-lazy strategy scale. These techniques were implemented and compared in two case studies concerning coalition formation. (en)
  • Článek popisuje několik metod pro uvažování o privátní znalosti agentů v multi-agentních systémech. (cs)
Title
  • Reasoning about Agent's Private Knowledge
  • Reasoning about Agent's Private Knowledge (en)
  • Uvožování o privátní znalosti agenta (cs)
skos:prefLabel
  • Reasoning about Agent's Private Knowledge
  • Reasoning about Agent's Private Knowledge (en)
  • Uvožování o privátní znalosti agenta (cs)
skos:notation
  • RIV/68407700:21230/04:03105393!RIV08-MSM-21230___
http://linked.open.../vavai/riv/strany
  • 355;364
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • Z(MSM 212300013)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 583711
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21230/04:03105393
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • machine learning; reasoning; theorem proving (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [F98CF8E96A40]
http://linked.open...v/mistoKonaniAkce
  • Barcelona
http://linked.open...i/riv/mistoVydani
  • University of Southamton
http://linked.open...i/riv/nazevZdroje
  • EUMAS 2004 - Proceedings
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Jakob, Michal
  • Pěchouček, Michal
  • Štěpánková, Olga
  • Tožička, Jan
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • AgentLink
http://localhost/t...ganizacniJednotka
  • 21230
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