On Sampled Reinforcement Learning in Wireless Networks: Exploitation of Policy Structures.
Libin LiuUrbashi MitraPublished in: IEEE Trans. Commun. (2020)
Keyphrases
- wireless networks
- reinforcement learning
- optimal policy
- wireless communication
- exploration exploitation tradeoff
- policy search
- base station
- mobile computing
- cellular networks
- ad hoc networks
- wifi
- mobile wireless
- multimedia services
- wireless networking
- low bandwidth
- network coding
- multi hop
- wireless ad hoc networks
- wireless transmission
- cross layer
- function approximation
- markov decision processes
- state space
- medium access control
- access points
- reward function
- computer simulation
- wireless mesh networks
- control policy