Topology Planning Using Q-Learning for Microwave-Based Wireless Backhaul Networks.
Longfei LiYongcheng LiSanjay Kumar BoseGangxiang ShenPublished in: IEEE Trans. Cogn. Commun. Netw. (2023)
Keyphrases
- cellular networks
- wireless networks
- reinforcement learning
- action selection
- cooperative
- state space
- access points
- learning algorithm
- wireless communication
- mobile nodes
- mobile networks
- call admission control
- wired networks
- network infrastructure
- network connectivity
- access network
- function approximation
- mobile wireless
- small world
- heuristic search
- planning problems
- motion planning
- multi agent
- fully connected
- wireless technologies
- node mobility
- mobile devices
- social networks
- multi hop
- reinforcement learning algorithms
- learning rate
- mobile users
- complex networks
- blocks world
- domain independent
- multimedia services
- stochastic approximation
- optimal policy
- dynamic environments
- wireless sensor networks