259 search results - page 2 / 52 » Resource Allocation in the Grid Using Reinforcement Learning |
ATAL
2003
Springer
13 years 10 months ago
2003
Springer
In this paper we study a class of resource allocation games which are inspired by the El Farol Bar problem. We consider a system of competitive agents that have to choose between ...
NIPS
1996
13 years 6 months ago
1996
In cellular telephone systems, an important problem is to dynamically allocate the communication resource channels so as to maximize service in a stochastic caller environment. Th...
IROS
2006
IEEE
13 years 11 months ago
2006
IEEE
Abstract— This paper presents a learning system that uses Qlearning with a resource allocating network (RAN) for behavior learning in mobile robotics. The RAN is used as a functi...
GCA
2009
13 years 3 months ago
2009
In this article a new algorithm for grid resource allocation based upon the theory of Algorithmic Mechanism Design (AMD) is presented. This algorithm is targeted at minimizing cost...
ANSS
2008
IEEE
13 years 12 months ago
2008
IEEE
Efficient job scheduling in grids is challenging due to the large number of distributed autonomous resources. In this paper we study various resource allocation policies in a 2-le...