Cache-Aided MEC for IoT: Resource Allocation Using Deep Graph Reinforcement Learning.
Dan WangYalu BaiGang HuangBin SongF. Richard YuPublished in: IEEE Internet Things J. (2023)
Keyphrases
- resource allocation
- reinforcement learning
- resource consumption
- resource management
- resource allocation problems
- function approximation
- allocation problems
- management system
- resource requirements
- game theory
- optimal resource allocation
- cloud computing
- allocation strategies
- query processing
- resource allocation decisions
- data access
- resource allocation and scheduling
- prefetching
- social welfare
- markov decision processes
- resource availability
- allocate resources
- random walk
- scarce resources
- distributed resource allocation
- reinforcement learning algorithms
- directed graph
- trading agents
- decision problems
- optimal policy
- dynamic programming
- learning process
- cooperative