On the use of hybrid reinforcement learning for autonomic resource allocation.
Gerald TesauroNicholas K. JongRajarshi DasMohamed N. BennaniPublished in: Clust. Comput. (2007)
Keyphrases
- resource allocation
- reinforcement learning
- resource allocation problems
- resource management
- optimal resource allocation
- allocation strategies
- allocation problems
- game theory
- function approximation
- resource allocation decisions
- allocate resources
- resource requirements
- resource allocation and scheduling
- multi agent
- state space
- learning algorithm
- dynamic resource allocation
- cooperative
- distributed resource allocation
- reinforcement learning algorithms
- optimal policy
- management system
- resource availability
- grid resource
- model free
- learning process
- power allocation
- complex environments
- resource consumption
- grid computing environment