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  • Influence diagram modeling of decision making in a dynamic game setting
    Influence diagram modeling of decision making in a dynamic game setting In 1st BayesianModeling Applications Workshop of the 19th Conference on Uncertainty in Artificial Intelligence, Mexico, 7 8 2003
  • (PDF) Interactive dynamic influence diagrams - ResearchGate
    This paper extends the framework of dynamic influence diagrams (DIDs) to the multi-agent setting DIDs are computational representations of the Partially Observ- able Markov Decision
  • Approximate Solution of Interactive Dynamic Influence Diagram
    Interactive dynamic influence diagrams (I-DIDs) are graphical models of sequential decision-making in uncertain multi-agent setting Algorithms for solving I-DI
  • Toward data-driven solutions to interactive dynamic influence diagrams
    I-DIDs integrate two components into the decision models: one basic decision model represents the subject agent’s decision making process, while the other predicts the behavior of other agents over time
  • Generative Methods for Solving Interactive Dynamic Influence Diagrams
    Abstract: Interactive Dynamic Influence Diagrams (I-DIDs) face a long-term standing challenge of dealing with unknown behavior of other agents who share a common environment with a subject agent in a partially observable stochastic game
  • Influence Diagram Game Modeling of Maneuvering Decisions in
    Decision theoretical maneuvering models • Single stage influence diagram (Virtanen et al 1999): – Short-sighted decision making • Multistage influence diagram (Virtanen et al 2004): – Long-sighted decision making – Preference optimal flight path against a given trajectory • Single stage influence diagram game (Virtanen et al 2003
  • Toward data-driven solutions to interactive dynamic
    I-DIDs integrate two components into the decision models: one basic decision model represents the subject agent’s decision making process, while the other predicts the behavior of other agents over time
  • Efficient solutions of interactive dynamic influence diagrams using . . .
    Interactive dynamic influence diagram (I-DID) is one of the graphical frameworks for sequential decision making in partially observable environment Subject agent in I-DID maintains beliefs over not only physical states of the environment, but also over models of the other agents
  • 基于影响图对策的仿真元模型构造及使用方法
    Abstract: To overcome the shortcomings of the meta-model, the dynamic influence diagram game is used as simulation meta-model A construction process and the utilization for structured dynamic influence diagram game (DIDG) are presented
  • 影响图 - 百度百科
    影响图，又称Influence Diagrams，是一种用于表示与求解不确定性决策问题的图形模型。 [1]它是 贝叶斯网络 的扩展，结合了 效用理论。 [13] 该工具通过有向图网络直观地表征决策问题中决策、不确定事件、效用等关键要素及其相互影响关系。 [3] [6] [8]其数学概念完整，作为辅助建模与推理工具，在决策分析和不确定性推理中有应用。 [2] [4] 相关理论在20世纪90年代被探讨， [11]其后发展出如动态影响图等扩展模型以处理更复杂的决策问题。 [13] 影响图是近些年发展起来的表示与求解不确定性问题的新工具。 影响图是 贝叶斯网络 的扩展，结合了 效用理论，用于表示和求解不确定性决策问题的图形模型 [1] [13]。





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