Toward Reinforcement-Learning-Based Intelligent Network Control in 6G Networks.
Junling LiHuaqing WuXi HuangQisheng HuangJianwei HuangXuemin Sherman ShenPublished in: IEEE Netw. (2023)
Keyphrases
- reinforcement learning
- network structure
- network parameters
- network design
- complex networks
- computer networks
- network topologies
- control problems
- network size
- real world networks
- network model
- sparsely connected
- heterogeneous networks
- network resources
- community structure
- optimal control
- counter propagation
- network nodes
- peer to peer
- cellular networks
- telecommunication networks
- communication networks
- switched networks
- scale free
- recurrent networks
- robot control
- learning capabilities
- access points
- transport network
- control policy
- information networks
- network dynamics
- information diffusion
- transportation networks
- model free
- function approximation
- high bandwidth
- control system
- optical networks
- machine learning
- cohesive subgroups
- connectionist networks
- network coding
- network connectivity
- intelligent control
- small world
- markov decision processes
- state space
- social networks