Deep Reinforcement Learning for Online Resource Allocation in Network Slicing.
Yue CaiPeng ChengZhuo ChenMing DingBranka VuceticYonghui LiPublished in: IEEE Trans. Mob. Comput. (2024)
Keyphrases
- resource allocation
- optimal resource allocation
- reinforcement learning
- resource allocation problems
- resource management
- allocation problems
- resource requirements
- allocation strategies
- learning algorithm
- machine learning
- resource allocation decisions
- flow network
- temporal difference
- resource allocation and scheduling
- resource usage
- dynamic resource allocation
- real time
- trading agents
- social welfare
- communication networks
- wireless networks
- allocate resources
- state space
- scarce resources
- cooperative
- distributed resource allocation