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AIMSA
2000
Springer
15 years 4 months ago
Coverage-Based Semi-distance between Horn Clauses
In the present paper we use the approach of height functions to de ning a semi-distance measure between Horn clauses. This appraoch is already discussed elsewhere in the framework ...
Zdravko Markov, Ivo Marinchev
FLAIRS
2008
15 years 2 months ago
One-Pass Learning Algorithm for Fast Recovery of Bayesian Network
An efficient framework is proposed for the fast recovery of Bayesian network classifier. A novel algorithm, called Iterative Parent-Child learningBayesian Network Classifier (IPC-...
Shunkai Fu, Michel Desmarais, Fan Li
AIPS
2009
15 years 23 days ago
Exploiting Coordination Locales in Distributed POMDPs via Social Model Shaping
Distributed POMDPs provide an expressive framework for modeling multiagent collaboration problems, but NEXPComplete complexity hinders their scalability and application in real-wo...
Pradeep Varakantham, Jun-young Kwak, Matthew E. Ta...
FLAIRS
2007
15 years 2 months ago
Dynamic DDN Construction for Lightweight Planning Architectures
POMDPs are a popular framework for representing decision making problems that contain uncertainty. The high computational complexity of finding exact solutions to POMDPs has spaw...
William H. Turkett
AAMAS
2005
Springer
14 years 11 months ago
Formalisations of Capabilities for BDI-Agents
Intentional agent systems are increasingly being used in a wide range of complex applications. Capabilities has recently been introduced into some of these systems as a software en...
Lin Padgham, Patrick Lambrix