RL-MAC: a reinforcement learning based MAC protocol for wireless sensor networks.
Zhenzhen LiuItamar ElhananyPublished in: Int. J. Sens. Networks (2006)
Keyphrases
- mac protocol
- reinforcement learning
- wireless sensor networks
- media access control
- energy efficient
- energy efficiency
- energy consumption
- sensor networks
- function approximation
- model free
- sensor nodes
- state space
- reinforcement learning algorithms
- rl algorithms
- physical layer
- resource constrained
- medium access control
- markov decision processes
- wireless communication
- routing protocol
- base station
- data transmission
- ad hoc networks
- optimal policy
- multi hop
- routing algorithm
- multi channel
- mac layer
- multi agent
- wireless ad hoc networks
- comprehensive analysis
- transfer learning