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» Mutual Belief Revision: Semantics and Computation
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AAAI
2007
13 years 6 months ago
Mutual Belief Revision: Semantics and Computation
This paper presents both a semantic and a computational model for multi-agent belief revision. We show that these two models are equivalent but serve different purposes. The seman...
Yi Jin, Michael Thielscher, Dongmo Zhang
LOGCOM
2008
106views more  LOGCOM 2008»
13 years 4 months ago
Reinforcement Belief Revision
The capability of revising its beliefs upon new information in a rational and efficient way is crucial for an intelligent agent. The classical work in belief revision focuses on i...
Yi Jin, Michael Thielscher
ICCS
2007
Springer
13 years 8 months ago
Belief Flow in Assertion Networks
We define an abstract model of belief propagation on a graph based on the methodology of the revision theory of truth together with the Assertion Network Toolkit, a graphical inter...
Sujata Ghosh, Benedikt Löwe, Erik Scorelle
AAAI
2006
13 years 6 months ago
An Edge Deletion Semantics for Belief Propagation and its Practical Impact on Approximation Quality
We show in this paper that the influential algorithm of iterative belief propagation can be understood in terms of exact inference on a polytree, which results from deleting enoug...
Arthur Choi, Adnan Darwiche
ECAI
2006
Springer
13 years 8 months ago
Computational Opinions
Existing approaches to knowledge representation and reasoning in the context of open systems either deal with "objective" knowledge or with beliefs. In contrast, there ha...
Felix A. Fischer, Matthias Nickles