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ECML
2005
Springer
14 years 3 months ago
Towards Finite-Sample Convergence of Direct Reinforcement Learning
Abstract. While direct, model-free reinforcement learning often performs better than model-based approaches in practice, only the latter have yet supported theoretical guarantees f...
Shiau Hong Lim, Gerald DeJong
JSSPP
2001
Springer
14 years 2 months ago
Metrics for Parallel Job Scheduling and Their Convergence
The arrival process of jobs submitted to a parallel system is bursty, leading to fluctuations in the load at many time scales. In particular, rare events of extreme load may occu...
Dror G. Feitelson
TSP
2008
87views more  TSP 2008»
13 years 9 months ago
A Proof of Convergence of the MAP Turbo-Detector to the AWGN Case
In this paper, we consider a coded transmission over a frequency selective channel. We propose to study analytically the convergence of the turbo-detector using a maximum a poster...
Noura Sellami, Aline Roumy, Inbar Fijalkow
MOC
2000
69views more  MOC 2000»
13 years 9 months ago
Uniform hp convergence results for the mortar finite element method
The mortar finite element is an example of a non-conforming method which can be used to decompose and re-compose a domain into subdomains without requiring compatibility between th...
Padmanabhan Seshaiyer, Manil Suri
ICASSP
2007
IEEE
14 years 4 months ago
A Novel Adaptive Crosstalk Cancellation using Psychoacoustic Model for 3D Audio
In rendering a virtual sound over two loudspeakers, adaptive inverse filtering is required for crosstalk cancellation. Although various adaptive algorithms have been proposed for...
Jun Jun Seong Kim, Sang-Gyun Kim, Chang D. Yoo