Deep reinforcement learning-based resource allocation in multi-access edge computing.
Mohsen KhaniMohammad Mohsen SadrShahram JamaliPublished in: Concurr. Comput. Pract. Exp. (2024)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- resource allocation problems
- optimal resource allocation
- game theory
- resource availability
- scarce resources
- allocation problems
- multi agent
- allocation strategies
- function approximation
- markov decision processes
- market equilibrium
- state space
- machine learning
- resource requirements
- resource allocation decisions
- resource allocation and scheduling
- resource usage
- resource consumption
- temporal difference
- model free
- access control
- learning process