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» A Framework for Belief Update
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TIT
2010
158views Education» more  TIT 2010»
14 years 7 months ago
Belief propagation, Dykstra's algorithm, and iterated information projections
Belief propagation is shown to be an instance of a hybrid between two projection algorithms in the convex programming literature: Dykstra's algorithm with cyclic Bregman proje...
John MacLaren Walsh, Phillip A. Regalia
104
Voted
ATAL
2009
Springer
15 years 3 months ago
Normative framework for normative system change
Normative systems in a multiagent system must be able to evolve over time, for example due to actions creating or removing norms in the system. The only formal framework to evalua...
Guido Boella, Gabriella Pigozzi, Leendert van der ...
86
Voted
ATAL
2005
Springer
15 years 6 months ago
Towards a formal framework for the search of a consensus between autonomous agents
This paper aims at proposing a general formal framework for dialogue between autonomous agents which are looking for a common agreement about a collective choice. The proposed set...
Leila Amgoud, Sihem Belabbes, Henri Prade
ECSQARU
2009
Springer
15 years 4 months ago
Using Transfinite Ordinal Conditional Functions
Abstract. Ordinal Conditional Functions (OCFs) are one of the predominant frameworks to define belief change operators. In his original paper Spohn defines OCFs as functions from t...
Sébastien Konieczny
94
Voted
UAI
2004
15 years 1 months ago
Mixtures of Deterministic-Probabilistic Networks and their AND/OR Search Space
The paper introduces mixed networks, a new framework for expressing and reasoning with probabilistic and deterministic information. The framework combines belief networks with con...
Rina Dechter, Robert Mateescu