Delay-aware Cellular Traffic Scheduling with Deep Reinforcement Learning.
Ticao ZhangShuyi ShenShiwen MaoGee-Kung ChangPublished in: GLOBECOM (2020)
Keyphrases
- reinforcement learning
- packet scheduling
- flow control
- real time traffic
- critical path
- differentiated services
- resource utilization
- function approximation
- scheduling problem
- cellular automata
- loss probability
- scheduling algorithm
- quality of service
- resource allocation
- traffic patterns
- traffic flow
- optimal policy
- multi agent
- wireless channels
- network traffic
- markov decision processes
- state space
- priority scheduling
- communication delays
- admission control
- model free
- traffic engineering
- end to end
- packet delay
- medium access
- bandwidth consumption
- traffic information
- traffic conditions
- reinforcement learning algorithms
- temporal difference
- action selection
- data transmission