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  • Práce obsahuje první experimentální ověření teorie distribuovaného Bayesovského rozhodování. (cs)
  • Decision-making under uncertainty is a natural part of everyday life of every human being. In societal science, various aspects of decision-making were studied, mostly in the area of psychology. In technical science, the process was formalized using probability theory yielding so called Bayesian theory of decision making. However, one of the key assumptions of this theory is that the decision-maker is the only entity that intentionally influences the system. This assumption is certainly violated in more complicated systems, such as human society or distributed control. Recently, a series of papers attempts to offer an extension of the Bayesian theory for many decision-makers, i.e. decentralized stochastic control. Since there are no proofs of optimality of the proposed Bayesian distributed decision making available in the literature, we study this approach via experimental simulation studies.
  • Decision-making under uncertainty is a natural part of everyday life of every human being. In societal science, various aspects of decision-making were studied, mostly in the area of psychology. In technical science, the process was formalized using probability theory yielding so called Bayesian theory of decision making. However, one of the key assumptions of this theory is that the decision-maker is the only entity that intentionally influences the system. This assumption is certainly violated in more complicated systems, such as human society or distributed control. Recently, a series of papers attempts to offer an extension of the Bayesian theory for many decision-makers, i.e. decentralized stochastic control. Since there are no proofs of optimality of the proposed Bayesian distributed decision making available in the literature, we study this approach via experimental simulation studies. (en)
Title
  • Distributed Bayesian Decision Making: Early Experiments
  • Distributed Bayesian Decision Making: Early Experiments (en)
  • První experimenty s distribuovaným Bayesovským rozhodováním (cs)
skos:prefLabel
  • Distributed Bayesian Decision Making: Early Experiments
  • Distributed Bayesian Decision Making: Early Experiments (en)
  • První experimenty s distribuovaným Bayesovským rozhodováním (cs)
skos:notation
  • RIV/67985556:_____/06:00048365!RIV07-AV0-67985556
http://linked.open.../vavai/riv/strany
  • 245;255
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  • P(1ET100750401), P(1M0572), Z(AV0Z10750506)
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  • 471973
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  • RIV/67985556:_____/06:00048365
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  • distributed decision making; Bayesian approach (en)
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  • [C87487CA7C2E]
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  • Hrubá Skála
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  • Praha
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  • Proceedings of the 7th International Ph.D. Workshop: Young Generation Viewpoint
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  • Šmídl, Václav
  • Andrýsek, Josef
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http://linked.open...n/vavai/riv/zamer
number of pages
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  • Ústav teorie informace a automatizace AV ČR
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  • 80-903834-1-6
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