259 search results - page 8 / 52 » Resource Allocation in the Grid Using Reinforcement Learning |
ESCIENCE
2006
IEEE
14 years 1 months ago
2006
IEEE
In this paper, we present algorithms for Grid resource provisioning that employ agreement-based resource management. These algorithms allow userlevel resource allocation and sched...
Publication
Abstract: Several approximate policy iteration schemes without value functions, which focus on policy representation using classifiers and address policy learning as a supervis...
CISIS
2010
IEEE
13 years 5 months ago
2010
IEEE
As Grid infrastructures become more widely used by the academic and commercial world, the problem of resource allocation increases in complexity. Resource trading markets are one m...
GRID
2006
Springer
13 years 7 months ago
2006
Springer
The Resource Oriented Authorization Manager (ROAM) was created to provide a simple but flexible authorization system for the FusionGrid computational grid. ROAM builds on and exte...
NIPS
1994
13 years 8 months ago
1994
Reinforcement learning addresses the problem of learning to select actions in order to maximize one's performance inunknownenvironments. Toscale reinforcement learning to com...