Deep-Reinforcement-Learning-Based Joint Caching and Resources Allocation for Cooperative MEC.
Wenqian ZhangGuanglin ZhangShiwen MaoPublished in: IEEE Internet Things J. (2024)
Keyphrases
- cooperative
- reinforcement learning
- resource allocation
- allocate resources
- resource allocation problems
- distributed resource allocation
- multi agent reinforcement learning
- multi agent
- learning agents
- function approximation
- resource management
- proxy cache
- joint action
- computing resources
- deep learning
- query processing
- game theory
- prefetching
- learning algorithm
- reinforcement learning algorithms
- multi agent systems
- grid resource
- resource constraints
- markov decision processes
- dynamic programming
- database systems
- optimal allocation
- grid environment
- data access
- hit ratio
- dynamic allocation
- supervised learning
- cache replacement
- learning process