Resource Allocation in the Grid with Learning Agents.
Aram GalstyanKarl CzajkowskiKristina LermanPublished in: J. Grid Comput. (2005)
Keyphrases
- learning agents
- resource allocation
- distributed resource allocation
- grid environment
- grid computing environment
- resource management
- reinforcement learning
- resource providers
- resource allocation problems
- complex environments
- multi agent
- grid computing
- autonomous agents
- multiagent systems
- learning agent
- grid resource
- allocation problems
- resource allocation decisions
- optimal resource allocation
- single agent
- scarce resources
- cooperative
- computational grids
- resource allocation and scheduling
- combinatorial auctions
- multi agent systems
- special case
- state space
- knowledge acquisition
- game theory