Graphical models: Inference, decision and acquisition
图模型:推理、决策和获取
基本信息
- 批准号:155425-2011
- 负责人:
- 金额:$ 1.02万
- 依托单位:
- 依托单位国家:加拿大
- 项目类别:Discovery Grants Program - Individual
- 财政年份:2012
- 资助国家:加拿大
- 起止时间:2012-01-01 至 2013-12-31
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
My research concerns intelligent systems, known as agents, that function in uncertain or constraint-based environments, either individually or cooperatively. It focuses on graphical models for knowledge representation and covers issues on knowledge acquisition, inference, and decision making. My previous research has established several classes of multiagent graphical models, known as MSBNs for probabilistic reasoning, DMSBNs for forecasting, and CDNs for design decision making. Agent communication in MSBNs and DMSBNs is initiated by one agent (the root), and its election incurs overhead. To improve flexibility, feasibility of an unrooted regime will be investigated. Multiagent planning will also be studied focusing on online planning, rather than commonly pursued offline policy making, to gain efficiency.
我的研究涉及智能系统,被称为代理,在不确定或基于约束的环境中,无论是单独或合作。它侧重于知识表示的图形模型,并涵盖了知识获取,推理和决策的问题。 我以前的研究已经建立了几类多智能体图形模型,称为概率推理的MSBN,预测的DMSBNs和设计决策的CDN。MSBN和DMSBN中的代理通信由一个代理(根)发起,并且其选举会产生开销。为了提高灵活性,将研究无根源制度的可行性。 还将研究多智能体规划,重点是在线规划,而不是通常追求的离线决策,以提高效率。
项目成果
期刊论文数量(0)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
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Xiang, Yang其他文献
Secure attribute-based data sharing for resource-limited users in cloud computing
云计算中资源有限的用户基于属性的安全数据共享
- DOI:
10.1016/j.cose.2017.08.007 - 发表时间:
2018-01-01 - 期刊:
- 影响因子:5.6
- 作者:
Li, Jin;Zhang, Yinghui;Xiang, Yang - 通讯作者:
Xiang, Yang
The effect of electric field maximum on the Rabi flopping and generated higher frequency spectra
电场最大值对拉比扑动和产生的更高频谱的影响
- DOI:
10.1088/1367-2630/10/10/103028 - 发表时间:
2008-10 - 期刊:
- 影响因子:3.3
- 作者:
Cui, Ni;Gong, Shangqing;Niu, Yueping;Xiang, Yang;Xu, Zhizhan;Li, Ruxin - 通讯作者:
Li, Ruxin
Phase dependence of cross-phase modulation in asymmetric quantum wells
非对称量子阱中交叉相位调制的相位依赖性
- DOI:
10.1016/j.optcom.2010.09.016 - 发表时间:
2011 - 期刊:
- 影响因子:2.4
- 作者:
Qi, Yihong;Niu, Yueping;Xiang, Yang;Wang, Helin;Gong, Shangqing - 通讯作者:
Gong, Shangqing
Lack of bombesin receptor-activated protein attenuates bleomycin-induced pulmonary fibrosis in mice.
缺乏铃蟾肽受体激活蛋白可减轻博来霉素诱导的小鼠肺纤维化
- DOI:
10.26508/lsa.202201368 - 发表时间:
2022-11 - 期刊:
- 影响因子:4.4
- 作者:
Wang, Hui;Zhang, Wenrui;Liu, Rujiao;Zheng, Jiaoyun;Yao, Xueping;Chen, Hui;Wang, Jie;Weber, Horst Christian;Qin, Xiaoqun;Xiang, Yang;Liu, Chi;Liu, Huijun;Pan, Lang;Qu, Xiangping - 通讯作者:
Qu, Xiangping
Application of artificial intelligence and machine learning for HIV prevention interventions.
- DOI:
10.1016/s2352-3018(21)00247-2 - 发表时间:
2022-01 - 期刊:
- 影响因子:16.1
- 作者:
Xiang, Yang;Du, Jingcheng;Fujimoto, Kayo;Li, Fang;Schneider, John;Tao, Cui - 通讯作者:
Tao, Cui
Xiang, Yang的其他文献
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{{ truncateString('Xiang, Yang', 18)}}的其他基金
Tractable NAT-Modeled Bayesian Networks and Privacy Sensitive Construction of Agent Organizations
易处理的 NAT 模型贝叶斯网络和代理组织的隐私敏感构建
- 批准号:
RGPIN-2017-03715 - 财政年份:2022
- 资助金额:
$ 1.02万 - 项目类别:
Discovery Grants Program - Individual
Tractable NAT-Modeled Bayesian Networks and Privacy Sensitive Construction of Agent Organizations
易处理的 NAT 模型贝叶斯网络和代理组织的隐私敏感构建
- 批准号:
RGPIN-2017-03715 - 财政年份:2021
- 资助金额:
$ 1.02万 - 项目类别:
Discovery Grants Program - Individual
Tractable NAT-Modeled Bayesian Networks and Privacy Sensitive Construction of Agent Organizations
易处理的 NAT 模型贝叶斯网络和代理组织的隐私敏感构建
- 批准号:
RGPIN-2017-03715 - 财政年份:2020
- 资助金额:
$ 1.02万 - 项目类别:
Discovery Grants Program - Individual
Tractable NAT-Modeled Bayesian Networks and Privacy Sensitive Construction of Agent Organizations
易处理的 NAT 模型贝叶斯网络和代理组织的隐私敏感构建
- 批准号:
RGPIN-2017-03715 - 财政年份:2019
- 资助金额:
$ 1.02万 - 项目类别:
Discovery Grants Program - Individual
Tractable NAT-Modeled Bayesian Networks and Privacy Sensitive Construction of Agent Organizations
易处理的 NAT 模型贝叶斯网络和代理组织的隐私敏感构建
- 批准号:
RGPIN-2017-03715 - 财政年份:2018
- 资助金额:
$ 1.02万 - 项目类别:
Discovery Grants Program - Individual
Tractable NAT-Modeled Bayesian Networks and Privacy Sensitive Construction of Agent Organizations
易处理的 NAT 模型贝叶斯网络和代理组织的隐私敏感构建
- 批准号:
RGPIN-2017-03715 - 财政年份:2017
- 资助金额:
$ 1.02万 - 项目类别:
Discovery Grants Program - Individual
Space Efficient Probabilistic Graphical Models and Privacy Sensitive Construction of Agent Organizations
代理组织的空间高效概率图形模型和隐私敏感构建
- 批准号:
RGPIN-2016-03616 - 财政年份:2016
- 资助金额:
$ 1.02万 - 项目类别:
Discovery Grants Program - Individual
Graphical models: Inference, decision and acquisition
图模型:推理、决策和获取
- 批准号:
155425-2011 - 财政年份:2015
- 资助金额:
$ 1.02万 - 项目类别:
Discovery Grants Program - Individual
Graphical models: Inference, decision and acquisition
图模型:推理、决策和获取
- 批准号:
155425-2011 - 财政年份:2014
- 资助金额:
$ 1.02万 - 项目类别:
Discovery Grants Program - Individual
Graphical models: Inference, decision and acquisition
图模型:推理、决策和获取
- 批准号:
155425-2011 - 财政年份:2013
- 资助金额:
$ 1.02万 - 项目类别:
Discovery Grants Program - Individual
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