AoI and Throughput Optimization for Hybrid Traffic in Cellular Uplink Using Reinforcement Learning.
Chien-Cheng WuZheng-Hua TanCedomir StefanovicPublished in: VTC Spring (2022)
Keyphrases
- reinforcement learning
- traffic load
- optimization problems
- response time
- congestion control
- function approximation
- machine learning
- power saving
- cellular automata
- traffic flow
- resource utilization
- application layer
- learning algorithm
- long period
- real time
- network traffic
- multi agent
- higher throughput
- evolutionary algorithm
- optimization algorithm
- medium access control
- packet scheduling