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ICML
2005
IEEE
14 years 8 months ago
Reinforcement learning with Gaussian processes
Gaussian Process Temporal Difference (GPTD) learning offers a Bayesian solution to the policy evaluation problem of reinforcement learning. In this paper we extend the GPTD framew...
Yaakov Engel, Shie Mannor, Ron Meir
ICASSP
2009
IEEE
14 years 2 months ago
The fractional Hilbert transform and dual-tree Gabor-like wavelet analysis
We provide an amplitude-phase representation of the dual-tree complex wavelet transform by extending the fixed quadrature relationship of the dual-tree wavelets to arbitrary phas...
Kunal Narayan Chaudhury, Michael Unser
AIME
2009
Springer
14 years 2 months ago
An Ambient Intelligent Agent for Relapse and Recurrence Monitoring in Unipolar Depression
: Mental healthcare is a prospective area for applying AI techniques. For example, a computerized system could support individuals with a history of depression in maintaining their...
Azizi Ab Aziz, Michel C. A. Klein, Jan Treur
CNSR
2008
IEEE
105views Communications» more  CNSR 2008»
14 years 2 months ago
Information Retrieval in Network Administration
Network administration is a task that requires experience in relating symptoms of network problems with possible causes and corrective actions. We describe the design of a system ...
Ashley George, Adetokunbo Makanju, A. Nur Zincir-H...
HICSS
2007
IEEE
93views Biometrics» more  HICSS 2007»
14 years 2 months ago
Using Systems Dynamics to Explore Effects of Counterterrorism Policy
This paper suggests that the effects of counterterrorism policy on Violent Non-State Actors can be explored via systems dynamics. Specifically, we create a descriptive model of th...
Tara Leweling, Otto Sieber