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» On the Convergence of Bound Optimization Algorithms
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ICML
2001
IEEE
16 years 7 months ago
Off-Policy Temporal Difference Learning with Function Approximation
We introduce the first algorithm for off-policy temporal-difference learning that is stable with linear function approximation. Off-policy learning is of interest because it forms...
Doina Precup, Richard S. Sutton, Sanjoy Dasgupta
OPODIS
2010
15 years 4 months ago
Biased Selection for Building Small-World Networks
Abstract. Small-world networks are currently present in many distributed applications and can be built augmenting a base network with long-range links using a probability distribut...
Andrés Sevilla, Alberto Mozo, M. Araceli Lo...
GLOBECOM
2008
IEEE
16 years 1 months ago
A Dynamic Programming Approach for Routing in Wireless Mesh Networks
—The routing problem in Wireless Mesh Networks is concerned with finding “good” source-destination paths. It generally faces multiple objectives to be optimized, such as i) ...
Jorge Crichigno, Joud Khoury, Min-You Wu, Wei Shu
CIAC
2006
Springer
278views Algorithms» more  CIAC 2006»
15 years 10 months ago
Covering a Set of Points with a Minimum Number of Lines
We consider the minimum line covering problem: given a set S of n points in the plane, we want to find the smallest number l of straight lines needed to cover all n points in S. W...
Magdalene Grantson, Christos Levcopoulos
ICDM
2009
IEEE
149views Data Mining» more  ICDM 2009»
16 years 1 months ago
Accelerated Gradient Method for Multi-task Sparse Learning Problem
—Many real world learning problems can be recast as multi-task learning problems which utilize correlations among different tasks to obtain better generalization performance than...
Xi Chen, Weike Pan, James T. Kwok, Jaime G. Carbon...