CRAQL: a novel clustering-based resource allocation using the Q-learning in fog environment.
Chanchal AhlawatRajalakshmi KrishnamurthiPublished in: Int. J. Cloud Comput. (2024)
Keyphrases
- resource allocation
- resource management
- allocation problems
- resource allocation problems
- reinforcement learning
- allocation strategies
- learning algorithm
- resource requirements
- scarce resources
- mobile robot
- resource allocation decisions
- dynamic environments
- state space
- dynamic resource allocation
- resource consumption
- cooperative
- multi agent
- real time
- market equilibrium
- allocate resources
- resource allocation and scheduling
- function approximation
- game theory
- optimal policy
- resource usage
- resource availability
- learning agent
- model free
- combinatorial auctions
- optimal resource allocation
- autonomous agents
- distributed resource allocation