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TSC
2008
140views more  TSC 2008»
15 years 5 months ago
Dynamic Web Service Selection for Reliable Web Service Composition
This paper studies the dynamic Web service selection problem in a failure-prone environment, which aims to determine a subset of Web services to be invoked at runtime so as to succ...
San-Yih Hwang, Ee-Peng Lim, Chien-Hsiang Lee, Chen...
GI
2009
Springer
15 years 3 months ago
Information Fusion for Autonomous Robotic Weeding
: Information fusion has a potential applicability to a multitude of different applications. Still, the JDL model is mostly used to describe defense applications. This paper descri...
Stefan Ericson, Klas Hedenberg, Ronnie Johansson
EWRL
2008
15 years 7 months ago
Efficient Reinforcement Learning in Parameterized Models: Discrete Parameter Case
We consider reinforcement learning in the parameterized setup, where the model is known to belong to a parameterized family of Markov Decision Processes (MDPs). We further impose ...
Kirill Dyagilev, Shie Mannor, Nahum Shimkin
ICML
2010
IEEE
15 years 6 months ago
Robust Formulations for Handling Uncertainty in Kernel Matrices
We study the problem of uncertainty in the entries of the Kernel matrix, arising in SVM formulation. Using Chance Constraint Programming and a novel large deviation inequality we ...
Sahely Bhadra, Sourangshu Bhattacharya, Chiranjib ...
JIFS
2002
60views more  JIFS 2002»
15 years 5 months ago
Turing's analysis of computation and artificial neural networks
A novel way to simulate Turing Machines (TMs) by Artificial Neural Networks (ANNs) is proposed. We claim that the proposed simulation is in agreement with the correct interpretatio...
Wilson Rosa de Oliveira, Marcílio Carlos Pe...