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GLOBECOM
2006
IEEE
16 years 14 days ago
Adaptive Learning of Transmission Control Policies for MIMO Fading Channels under Delay Constraint
— This paper addresses learning based adaptive resource allocation for wireless MIMO channels with Markovian fading. The problem is posed as Constrained Markov Decision Process w...
Dejan V. Djonin, Vikram Krishnamurthy
IUI
2005
ACM
15 years 12 months ago
Adaptive teaching strategy for online learning
Finding the optimal teaching strategy for an individual student is difficult even for an experienced teacher. Identifying and incorporating multiple optimal teaching strategies fo...
Jungsoon P. Yoo, Cen Li, Chrisila C. Pettey
EMO
2009
Springer
159views Optimization» more  EMO 2009»
16 years 29 days ago
Recombination for Learning Strategy Parameters in the MO-CMA-ES
The multi-objective covariance matrix adaptation evolution strategy (MO-CMA-ES) is a variable-metric algorithm for real-valued vector optimization. It maintains a parent population...
Thomas Voß, Nikolaus Hansen, Christian Igel
JSAC
2006
86views more  JSAC 2006»
15 years 6 months ago
An Iterative Water-Filling Algorithm for Maximum Weighted Sum-Rate of Gaussian MIMO-BC
We consider the maximization of weighted rate sum in Gaussian multiple-input
Mari Kobayashi, Giuseppe Caire
INFOCOM
2011
IEEE
14 years 9 months ago
Delay-bounded adaptive UFH-based anti-jamming wireless communication
—Anti-jamming communication without pre-shared secrets has gained increasing research interest recently and is commonly tackled by utilizing the technique of uncoordinated freque...
Qian Wang, Ping Xu, Kui Ren, Xiang-yang Li