"DRL + FL": An intelligent resource allocation model based on deep reinforcement learning for Mobile Edge Computing.
Nanliang ShanXiaolong CuiZhiqiang GaoPublished in: Comput. Commun. (2020)
Keyphrases
- resource allocation
- reinforcement learning
- model free
- resource management
- optimal resource allocation
- resource allocation problems
- resource requirements
- allocate resources
- game theory
- resource allocation decisions
- fuzzy logic
- reinforcement learning algorithms
- scarce resources
- function approximation
- allocation problems
- state space
- allocation strategies
- dynamic programming
- learning process
- machine learning
- learning capabilities
- resource consumption
- learning agents
- markov decision processes
- optimal policy
- dynamic resource allocation
- market equilibrium