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» The Complexity of Belief Update
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AIPS
2011
14 years 3 months ago
Effective Heuristics and Belief Tracking for Planning with Incomplete Information
Conformant planning can be formulated as a path-finding problem in belief space where the two main challenges are the heuristics to guide the search, and the representation and u...
Alexandre Albore, Miquel Ramírez, Hector Ge...
CVPR
2003
IEEE
16 years 1 months ago
Nonparametric Belief Propagation
In many applications of graphical models arising in computer vision, the hidden variables of interest are most naturally specified by continuous, non-Gaussian distributions. There...
Erik B. Sudderth, Alexander T. Ihler, William T. F...
ICIC
2005
Springer
15 years 5 months ago
Sequential Stratified Sampling Belief Propagation for Multiple Targets Tracking
Rather than the difficulties of highly non-linear and non-Gaussian observation process and the state distribution in single target tracking, the presence of a large, varying number...
Jianru Xue, Nanning Zheng, Xiaopin Zhong
ECIS
2004
15 years 1 months ago
The Medium Matters: The Effects Of Media Attributes And Evidence Strength On Belief Revision
Face-to-face meetings between auditors and their clients are increasingly difficult to arrange, due to business globalization and the growing need for rapid audit decision-making....
Anna H. Nöteberg
101
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FLAIRS
2004
15 years 1 months ago
Reasoning about Beliefs, Observability, and Information Exchange in Teamwork
Communication is an important aspect of teamwork, both in human teams and in multi-agent teams. One of the most vital roles for communication is for information exchange, such as ...
Thomas R. Ioerger