Influence diagrams
Markov Influence Diagrams.
... In this paper we introduce Markov influence diagrams (MID) as an extension of IDs, in the same way as Markov decision trees extend decision trees. The main difference is that IDs only contain atemporal ...
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Probabilistic Networks An Introduction to Bayesian Networks and Influence Diagrams
... co-exist, influence dia- grams that are Bayesian networks augmented with decision variables and utility functions, limited-memory influence diagrams that allow the knowledge engi- neer to reduce ...
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A value equivalence approach for solving interactive dynamic influence diagrams
... Interactive dynamic influence diagrams (I-DIDs) are recognized graphical models for sequential multiagent decision making under uncertainty. They represent the problem of how a subject agent acts in a ...
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Possibilistic decision theory: from theoretical foundations to influence diagrams methodology
... possibilistic influence diagrams to deal with huge decision problems where decision trees cannot be ...possibilistic influence diagrams depending on the quantification of chance and value ...
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Personalizing Influence Diagrams: Applying Online Learning Strategies to Dialogue Management
... the influence diagram, which is a generalization of a Bayesian ...decisions. Influence diagrams can either be constructed by an expert (typically with the aid of a decision analyst), or learned from ...
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Approximating value equivalence in interactive dynamic influence diagrams using behavioral coverage
... dynamic influence diagrams (I-DIDs) provide an explicit way of modeling how a sub- ject agent solves decision making problems in the presence of other agents in a common ...
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Decision Making with Hybrid Influence Diagrams Using Mixtures of Truncated Exponentials
... MTE influence diagrams, which can represent decision problems without restrictions on the relationships between continuous and discrete chance variables, without lim- itations on the distributions of ...
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Interactive dynamic influence diagrams and exact solution algorithm
... 关键词: 多 Ag ent 决策; 交互式动态影响图; 行为等价; 最小模型更新集 中图分类号: T P18 文献标识码: A 文章编号: 1009-3443( 2011) 02-0119-06 Interactive dynamic influence diagrams and exact solution algorithm L I Bo 1 , CA O L ang -cai 1 , ZH U A N ...
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A symbolic algebra for the computation of expected utilities in multiplicative influence diagrams
... For problems where all random variables and decision spaces are finite and discrete, here we develop a symbolic way to calculate the expected utilities of influence diagrams that does no[r] ...
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Reliability model for helicopter main gearbox lubrication system using influence diagrams
... This paper explains the use of Influence Diagrams (ID) to supplement the traditional Fault or Event Trees. Analysis of causal factors will often allow a Fault Tree model to be produced as far as the data ...
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Complexity results and algorithms for possibilistic influence diagrams
... The present article is an extended version of [10]. After having presented possibilistic counterparts of expected utility (Section 2), we present (Section 3) the framework of Possibilistic Influence ...
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Courseware Development Using Influence Diagrams Supporting e-learning Specifications *
... the influence diagram, but we also refer to the theory of Learning Cycle proposed by Kolb, and attempted to apply the process of experiencing, reflecting, con- ceptualization, and planning mentioned in the theory ...
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Solving linear-quadratic conditional Gaussian influence diagrams
... This decision problem can easily be represented and solved (exploiting the decom- position of the utility function) using the methods presented in this paper, but not with any of the methods mentioned above except that ...
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Multi-objective influence diagrams with possibly optimal policies
... The formalism of multi-objective influence diagrams has re- cently been developed for modeling and solving sequential decision problems under uncertainty and multiple objectives. Since utility values representing ...
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The Use of Influence Diagrams in the Design of Spreadsheet Models: an experimental study
... Another group of subjects was asked to first develop an influence diagram based model of the same problem, and then develop a spreadsheet- based model.. The models developed by the two g[r] ...
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Boolean Expression Diagrams
... expression diagrams (BEDs) for representing and manipulating Boolean ...decision diagrams (BDDs) which can represent any Boolean circuit in linear ...
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Feynman Diagrams for Beginners
... “Almost” in the preceding paragraph alludes to the fact that in general Feyn- man diagram calculation there are several additional subtleties: • In loop diagrams some internal momenta are undetermined and we have ...
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Network diagrams in context
... documented in the schedule management plan .. PERTS, and projects.[r] ...
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Adding diagrams to Scaladoc
... hierarchy diagrams into documen- tations generated by ...class-level diagrams for classes and traits and package-level diagrams for package ...The diagrams are intuitive to understand and ...
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Voorbeeld. Preview. Diagrams for the chemical and petrochemical industry. Part 1: Specification of diagrams
... The process flow diagram can also contain the following additional information: a) denomination and flow rates or quantities of materials between the process steps; b) flow rates or qu[r] ...
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