INCS: Intent-driven network-wide configuration synthesis based on deep reinforcement learning.
Yuqi DaiHua ZhangJingyu WangJianxin LiaoPenghui ZhangPublished in: Comput. Networks (2024)
Keyphrases
- reinforcement learning
- network configuration
- network model
- data driven
- network size
- wide range
- computer networks
- network structure
- machine learning
- network design
- function approximation
- network traffic
- state space
- markov decision processes
- communication cost
- artificial neural networks
- network architecture
- data flow
- social networks
- learning algorithm
- real time
- robotic control