Deep Reinforcement Learning-Based Resource Allocation for RSMA in LEO Satellite-Terrestrial Networks.
Jingfei HuangYang YangJemin LeeDazhong HeYonghui LiPublished in: IEEE Trans. Commun. (2024)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- resource allocation problems
- allocation problems
- optimal resource allocation
- function approximation
- markov decision processes
- resource requirements
- allocate resources
- market equilibrium
- allocation strategies
- optimal policy
- resource allocation decisions
- management system
- dynamic resource allocation
- distributed resource allocation
- resource allocation and scheduling
- learning capabilities
- power allocation
- resource consumption
- machine learning
- combinatorial auctions
- response time
- dynamic programming
- learning process
- decision making