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» The Triconnected Abstraction of Process Models
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ICCS
2009
Springer
16 years 1 months ago
Default Conceptual Graph Rules: Preliminary Results for an Agronomy Application
Abstract. In this paper, we extend Simple Conceptual Graphs with Reiter’s default rules. The motivation for this extension came from the type of reasonings involved in an agronom...
Jean-François Baget, Madalina Croitoru, J&e...
IWANN
2009
Springer
16 years 1 months ago
Optimising Machine-Learning-Based Fault Prediction in Foundry Production
Abstract. Microshrinkages are known as probably the most difficult defects to avoid in high-precision foundry. The presence of this failure renders the casting invalid, with the su...
Igor Santos, Javier Nieves, Yoseba K. Penya, Pablo...
192
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PKDD
2009
Springer
129views Data Mining» more  PKDD 2009»
16 years 1 months ago
Considering Unseen States as Impossible in Factored Reinforcement Learning
Abstract. The Factored Markov Decision Process (FMDP) framework is a standard representation for sequential decision problems under uncertainty where the state is represented as a ...
Olga Kozlova, Olivier Sigaud, Pierre-Henri Wuillem...
CDC
2008
IEEE
118views Control Systems» more  CDC 2008»
16 years 1 months ago
A density projection approach to dimension reduction for continuous-state POMDPs
Abstract— Research on numerical solution methods for partially observable Markov decision processes (POMDPs) has primarily focused on discrete-state models, and these algorithms ...
Enlu Zhou, Michael C. Fu, Steven I. Marcus
CDC
2008
IEEE
150views Control Systems» more  CDC 2008»
16 years 1 months ago
Robust synchronization in networks of cyclic feedback systems
Abstract— This paper presents a result on the robust synchronization of outputs of statically interconnected non-identical cyclic feedback systems that are used to model, among o...
Abdullah Omar Hamadeh, Guy-Bart Stan, Jorge M. Gon...