Integrated Beamforming and Resource Allocation in RIS-Assisted mmWave Networks based on Deep Reinforcement Learning.
Di ChenHui GaoNa ChenRuohan CaoPublished in: NEWCAS (2023)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- resource allocation problems
- optimal resource allocation
- allocation strategies
- learning algorithm
- resource allocation and scheduling
- dynamic resource allocation
- function approximation
- allocate resources
- scarce resources
- model free
- markov decision processes
- resource availability
- optimal policy
- state space
- resource allocation decisions
- combinatorial auctions
- resource consumption
- allocation problems
- multi agent
- learning agents
- resource requirements
- resource usage