Deep Reinforcement Learning for Computation and Communication Resource Allocation in Multiaccess MEC Assisted Railway IoT Networks.
Jianpeng XuBo AiLiangyu ChenYaping CuiNing WangPublished in: IEEE Trans. Intell. Transp. Syst. (2022)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- computer networks
- resource allocation problems
- resource sharing
- allocation problems
- function approximation
- optimal resource allocation
- scarce resources
- management system
- resource allocation decisions
- resource availability
- communication systems
- combinatorial auctions
- resource requirements
- smart objects
- markov decision processes
- network structure
- cloud computing
- resource consumption
- allocate resources
- resource allocation and scheduling
- flow network
- communication networks
- supply chain
- state space
- learning process