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110
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ECSQARU
2007
Springer
15 years 10 months ago
On Latent Belief Structures
Based on the canonical decomposition of belief functions, Smets introduced the concept of a latent belief structure (LBS). This concept is revisited in this article. The study of t...
Frédéric Pichon, Thierry Denoeux
128
Voted
ECSQARU
2007
Springer
15 years 10 months ago
Logical Compilation of Bayesian Networks with Discrete Variables
This paper presents a new approach to inference in Bayesian networks. The principal idea is to encode the network by logical sentences and to compile the resulting encoding into an...
Michael Wachter, Rolf Haenni
142
Voted
ICCBR
2007
Springer
15 years 10 months ago
An Analysis of Case-Based Value Function Approximation by Approximating State Transition Graphs
We identify two fundamental points of utilizing CBR for an adaptive agent that tries to learn on the basis of trial and error without a model of its environment. The first link co...
Thomas Gabel, Martin Riedmiller
139
Voted
ICCBR
2007
Springer
15 years 10 months ago
Case-Based Planning and Execution for Real-Time Strategy Games
Abstract. Artificial Intelligence techniques have been successfully applied to several computer games. However in some kinds of computer games, like real-time strategy (RTS) games...
Santiago Ontañón, Kinshuk Mishra, Ne...
ICCBR
2007
Springer
15 years 10 months ago
A Methodology for Analyzing Case Retrieval from a Clustered Case Memory
Abstract. Case retrieval from a clustered case memory consists in finding out the clusters most similar to the new input case, and then retrieving the cases from them. Although th...
Albert Fornells, Elisabet Golobardes, Josep Maria ...