Deep Reinforcement Learning for Communication and Computing Resource Allocation in RIS Aided MEC Networks.
Jianpeng XuBo AiLiangyu ChenLina WuPublished in: ICC (2022)
Keyphrases
- resource allocation
- reinforcement learning
- resource allocation problems
- computer networks
- resource management
- optimal resource allocation
- allocation strategies
- resource sharing
- state space
- resource allocation decisions
- scarce resources
- function approximation
- allocation problems
- distributed resource allocation
- market equilibrium
- resource allocation and scheduling
- dynamic resource allocation
- resource requirements
- multi agent
- reinforcement learning algorithms
- allocate resources
- combinatorial auctions
- communication systems
- markov decision processes
- optimal policy
- grid environment
- resource usage
- cellular networks
- network structure
- learning process
- learning algorithm