Delay-Oriented Scheduling in 5G Downlink Wireless Networks Based on Reinforcement Learning With Partial Observations.
Yijun HaoFang LiCong ZhaoShusen YangPublished in: IEEE/ACM Trans. Netw. (2023)
Keyphrases
- wireless networks
- partial observations
- packet scheduling
- reinforcement learning
- partially observable
- multimedia services
- resource allocation
- wireless communication
- wireless channels
- markov decision processes
- state space
- action models
- partially observable markov decision processes
- base station
- cellular networks
- decision problems
- multi hop
- ad hoc networks
- optimal policy
- dynamical systems
- machine learning
- scheduling algorithm
- network coding
- multi agent
- learning algorithm
- reward function
- mobile networks
- low bandwidth
- wireless mesh networks
- quality of service
- dynamic programming