Deep Reinforcement Learning-Based Video Offloading and Resource Allocation in NOMA-Enabled Networks.
Siyu GaoYuchen WangNan FengZhongcheng WeiJijun ZhaoPublished in: Future Internet (2023)
Keyphrases
- resource allocation
- reinforcement learning
- resource allocation problems
- resource management
- optimal resource allocation
- real time
- allocation problems
- video data
- resource usage
- scarce resources
- video streams
- allocation strategies
- resource availability
- allocate resources
- video content
- resource requirements
- combinatorial auctions
- dynamic resource allocation
- learning algorithm
- machine learning
- resource allocation and scheduling
- resource consumption
- social welfare
- reinforcement learning algorithms
- learning process
- trading agents
- learning capabilities
- function approximation
- management system
- state space