6 search results - page 1 / 2 » Reinforcement learning with utility-aware agents for market-... |
ATAL
2004
Springer
14 years 1 months ago
2004
Springer
One of the main challenges in Grid computing is efficient allocation of resources (CPU-hours, network bandwidth, etc.) to the tasks submitted by users. Due to the lack of centrali...
ATAL
2007
Springer
14 years 1 months ago
2007
Springer
Categories and Subject Descriptors Artificial Intelligence Distributed Artificial Intelligence General Terms Keywords
ATAL
2003
Springer
14 years 28 days 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 ...
Publication
We introduce a class of learning problems where the agent is presented with a series of tasks. Intuitively, if there is relation among those tasks, then the information gained duri...
CSE
2008
IEEE
14 years 2 months ago
2008
IEEE
Ad-hoc Grids are highly heterogeneous and dynamic networks, one of the main challenges of resource allocation in such environments is to find mechanisms which do not rely on the ...