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» Probabilistic Agent Programs
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IAT
2006
IEEE
16 years 14 days ago
Autonomous Mobile Programs
To manage load on large and dynamic networks we have developed Autonomous Mobile Programs (AMPs) that periodically use a cost model to decide where to execute. A disadvantage of d...
Xiao Yan Deng, Philip W. Trinder, Greg Michaelson
AAAI
2004
15 years 7 months ago
SAT-Based Answer Set Programming
The relation between answer set programming (ASP) and propositional satisfiability (SAT) is at the center of many research papers, partly because of the tremendous performance boo...
Enrico Giunchiglia, Yuliya Lierler, Marco Maratea
AMAST
2004
Springer
15 years 11 months ago
Semantics of Plan Revision in Intelligent Agents
Abstract. In this paper, we give an operational and denotational semantics for a 3APL meta-language, with which various 3APL interpreters can be programmed. We moreover prove equiv...
Birna van Riemsdijk, John-Jules Ch. Meyer, Frank S...
159
Voted
AAAI
2010
15 years 7 months ago
Constraint Programming for Data Mining and Machine Learning
Machine learning and data mining have become aware that using constraints when learning patterns and rules can be very useful. To this end, a large number of special purpose syste...
Luc De Raedt, Tias Guns, Siegfried Nijssen
155
Voted
AAAI
1997
15 years 7 months ago
Effective Bayesian Inference for Stochastic Programs
In this paper, we propose a stochastic version of a general purpose functional programming language as a method of modeling stochastic processes. The language contains random choi...
Daphne Koller, David A. McAllester, Avi Pfeffer