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» Incompleteness in a General Setting
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JAPLL
2008
121views more  JAPLL 2008»
13 years 9 months ago
Reasoning with prioritized information by iterative aggregation of distance functions
We introduce a general framework for reasoning with prioritized propositional data by aggregation of distance functions. Our formalism is based on a possible world semantics, wher...
Ofer Arieli
SUM
2009
Springer
14 years 4 months ago
Modeling Unreliable Observations in Bayesian Networks by Credal Networks
Bayesian networks are probabilistic graphical models widely employed in AI for the implementation of knowledge-based systems. Standard inference algorithms can update the beliefs a...
Alessandro Antonucci, Alberto Piatti
AI
2004
Springer
13 years 9 months ago
Efficient learning equilibrium
Efficient Learning Equilibrium (ELE) is a natural solution concept for multi-agent encounters with incomplete information. It requires the learning algorithms themselves to be in ...
Ronen I. Brafman, Moshe Tennenholtz
CORR
2010
Springer
117views Education» more  CORR 2010»
13 years 10 months ago
Testing and Debugging Techniques for Answer Set Solver Development
This paper develops automated testing and debugging techniques for answer set solver development. We describe a flexible grammar-based black-box ASP fuzz testing tool which is abl...
Robert Brummayer, Matti Järvisalo
ISVC
2009
Springer
14 years 4 months ago
Stochastic Optimization for Rigid Point Set Registration
In this paper we propose a new method for pairwise rigid point set registration. We pay special attention to noise robustness, outlier resistance and global optimal alignment. The ...
Chavdar Papazov, Darius Burschka