Nuwa-RL: A Reinforcement Learning based Receiver-side Congestion Control Algorithm to Meet Applications Demands over Dynamic Wireless Networks.
Guanghui GongXianliang JiangGuang JinYi XieHaiming ChenPublished in: HPCC/DSS/SmartCity/DependSys (2022)
Keyphrases
- wireless networks
- control algorithm
- reinforcement learning
- control method
- control system
- reinforcement learning algorithms
- control strategy
- wireless communication
- low bandwidth
- function approximation
- markov decision processes
- base station
- model free
- state space
- temperature control
- cellular networks
- control law
- ad hoc networks
- optimal policy
- network coding
- rl algorithms
- cognitive radio
- multimedia services
- optimal control
- action selection
- learning algorithm
- temporal difference
- fuzzy controller
- multi agent
- wireless mesh networks
- action space
- call admission control
- cross layer
- control strategies
- adaptive control
- mobile networks
- real time