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» Beliefs in Agent Implementation
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CIMCA
2005
IEEE
15 years 12 months ago
Statistical Learning Procedure in Loopy Belief Propagation for Probabilistic Image Processing
We give a fast and practical algorithm for statistical learning hyperparameters from observable data in probabilistic image processing, which is based on Gaussian graphical model ...
Kazuyuki Tanaka
PODS
2006
ACM
156views Database» more  PODS 2006»
16 years 6 months ago
From statistical knowledge bases to degrees of belief: an overview
An intelligent agent will often be uncertain about various properties of its environment, and when acting in that environment it will frequently need to quantify its uncertainty. ...
Joseph Y. Halpern
ATAL
2005
Springer
15 years 12 months ago
Reasoning about joint beliefs for execution-time communication decisions
Just as POMDPs have been used to reason explicitly about uncertainty in single-agent systems, there has been recent interest in using multi-agent POMDPs to coordinate teams of age...
Maayan Roth, Reid G. Simmons, Manuela M. Veloso
DIGITEL
2007
IEEE
16 years 19 days ago
Pedagogical Agents for Teacher Intervention in Educational Robotics Classes: Implementation Issues
Teachers working in robotics classes face a major problem: how to keep track on individual students’ or even small groups’ progress in a class of 30-40 students. A multi-agent...
Ilkka Jormanainen, Yuejun Zhang, Kinshuk, Erkki Su...
ATAL
1997
Springer
15 years 10 months ago
Designing and Implementing a Multi-Agent Architecture for Business Process Management
Abstract. This paper presents a general multi-agent architecture for the management of businessprocesses,and an agent designthat has been implemented within such a system. The auto...
Timothy J. Norman, Nicholas R. Jennings, Peyman Fa...