Safe-NORA: Safe Reinforcement Learning-based Mobile Network Resource Allocation for Diverse User Demands.
Wenzhen HuangTong LiYuting CaoZhe LyuYanping LiangLi YuDepeng JinJunge ZhangYong LiPublished in: CIKM (2023)
Keyphrases
- resource allocation
- mobile networks
- reinforcement learning
- resource requirements
- resource allocation problems
- resource management
- allocation problems
- scarce resources
- resource allocation decisions
- end users
- mobile devices
- optimal resource allocation
- allocation strategies
- base station
- distributed resource allocation
- learning algorithm
- mobile users
- user experience
- wireless networks
- user interaction
- state space
- dynamic programming
- user interface