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CPAIOR
2008
Springer
13 years 10 months ago
Leveraging Belief Propagation, Backtrack Search, and Statistics for Model Counting
We consider the problem of estimating the model count (number of solutions) of Boolean formulas, and present two techniques that compute estimates of these counts, as well as eith...
Lukas Kroc, Ashish Sabharwal, Bart Selman
TSMC
2010
13 years 3 months ago
A Model for the Integration of Prioritized Knowledge Bases Through Subjective Belief Games
Belief merging is concerned with the integration of several belief bases such that a coherent belief base is developed. Various belief merging models have been developed that use a...
Ebrahim Bagheri, Ali A. Ghorbani
IJCAI
1993
13 years 9 months ago
Quantifying Beliefs by Belief Functions: An Axiomatic Justification
: We present a set of axioms that justify the use of belief functions to quantify the beliefs held by an agent Y at time t and based on Y's evidential corpus. It is essentiall...
Philippe Smets
ECAI
2004
Springer
14 years 1 months ago
From Knowledge-Based Programs to Graded Belief-Based Programs Part I: On-Line Reasoning
Knowledge-based programs (KBPs) are a powerful notion for expressing action policies in which branching conditions refer to implicit knowledge and call for a deliberation task at e...
Noël Laverny, Jérôme Lang
IGPL
2010
126views more  IGPL 2010»
13 years 5 months ago
The role of goals in belief selection
In this paper we consider the relation between beliefs and goals in agent theory. Beliefs play three roles in reasoning about goals: they play a role in the generation of unconditi...
Guido Boella, Célia da Costa Pereira, Gabri...