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» Finite Domain Bounds Consistency Revisited
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AUSAI
2006
Springer
13 years 8 months ago
Finite Domain Bounds Consistency Revisited
A widely adopted approach to solving constraint satisfaction problems combines systematic tree search with constraint propagation for pruning the search space. Constraint propagati...
Chiu Wo Choi, Warwick Harvey, J. H. M. Lee, Peter ...
IJCAI
1993
13 years 5 months ago
Consistency Techniques for Numeric CSPs
Many problems can be expressed in terms of a numeric constraint satisfaction problem over finite or continuous domains (numeric CSP). The purpose of this paper is to show that the...
Olivier Lhomme
ALT
1998
Springer
13 years 8 months ago
Lower Bounds for the Complexity of Learning Half-Spaces with Membership Queries
Exact learning of half-spaces over finite subsets of IRn from membership queries is considered. We describe the minimum set of labelled examples separating the target concept from ...
Valery N. Shevchenko, Nikolai Yu. Zolotykh
ECML
2006
Springer
13 years 8 months ago
Bandit Based Monte-Carlo Planning
Abstract. For large state-space Markovian Decision Problems MonteCarlo planning is one of the few viable approaches to find near-optimal solutions. In this paper we introduce a new...
Levente Kocsis, Csaba Szepesvári
CORR
2010
Springer
134views Education» more  CORR 2010»
13 years 4 months ago
A Translational Approach to Constraint Answer Set Solving
We present a new approach to enhancing Answer Set Programming (ASP) with Constraint Processing techniques which allows for solving interesting Constraint Satisfaction Problems in ...
Christian Drescher, Toby Walsh