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Representations, Inference and Learning for Complex Decision Making Under Uncertainty

Representations, Inference and Learning for Complex Decision Making Under Uncertainty
不确定性下复杂决策的表示、推理和学习
批准号：
RGPIN-2016-03858
负责人：
Poole, David
金额：
$2.77万
依托单位：
University of British Columbia
依托单位国家：
加拿大
项目类别：
Discovery Grants Program - Individual
财政年份：
2017
资助国家：
加拿大
项目状态：
已结题
起止时间：
2017-01-01 至 2018-12-31
来源：
https://www.nserc-crsng.gc.ca/ase-oro/Details-Detailles_eng.asp?id=635087
关键词：
RepresentationsInferenceLearningComplexDecision

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英文摘要
This proposal is about decision making under uncertainty in domains where there are rich relational descriptions, such as making treatment decisions about medical patients conditioned on the detailed observations in their electronic health records, or making a decision about prospecting in a geographic region conditioned on a description of the local geology. Building on recent progress in statistical relational AI, probabilistic programming, ontological reasoning and preference elicitation, the aim of this proposal is to design a coherent expressive framework for reasoning and decision making under uncertainty.
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Representations, Inference and Learning for Complex Decision Making Under Uncertainty
  • 批准号：
    RGPIN-2016-03858
  • 项目类别：
    Discovery Grants Program - Individual
  • 资助金额：
    $2.77万
  • 财政年份：
    2021
  • 负责人：
    Poole, David
  • 依托单位：
    University of British Columbia
Representations, Inference and Learning for Complex Decision Making Under Uncertainty
  • 批准号：
    RGPIN-2016-03858
  • 项目类别：
    Discovery Grants Program - Individual
  • 资助金额：
    $2.77万
  • 财政年份：
    2020
  • 负责人：
    Poole, David
  • 依托单位：
    University of British Columbia
Representations, Inference and Learning for Complex Decision Making Under Uncertainty
  • 批准号：
    RGPIN-2016-03858
  • 项目类别：
    Discovery Grants Program - Individual
  • 资助金额：
    $2.77万
  • 财政年份：
    2019
  • 负责人：
    Poole, David
  • 依托单位：
    University of British Columbia
Representations, Inference and Learning for Complex Decision Making Under Uncertainty
  • 批准号：
    RGPIN-2016-03858
  • 项目类别：
    Discovery Grants Program - Individual
  • 资助金额：
    $2.77万
  • 财政年份：
    2018
  • 负责人：
    Poole, David
  • 依托单位：
    University of British Columbia
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