Socially-Aware Traffic Scheduling for Edge-Assisted Metaverse by Deep Reinforcement Learning.
Ao YuHui YangCuiyang FengYunbo LiYang ZhaoMohamed CherietAthanasios V. VasilakosPublished in: IEEE Netw. (2023)
Keyphrases
- reinforcement learning
- flow control
- scheduling problem
- multi agent
- resource utilization
- function approximation
- network traffic
- priority scheduling
- scheduling algorithm
- reinforcement learning algorithms
- state space
- edge detection
- social interaction
- edge information
- traffic congestion
- action selection
- learning algorithm
- real time
- parallel machines
- traffic flow
- resource constraints
- weighted graph
- round robin
- traffic control
- edge detector
- resource allocation
- response time
- supervised learning
- machine learning
- resource management
- temporal difference
- transfer learning
- deep learning
- traffic data
- learning process
- internet traffic
- traffic engineering
- neural network