Balancing Tradeoffs for Energy-Efficient Routing in MANETs Based on Reinforcement Learning.
Wibhada NaruephiphatWipawee UsahaPublished in: VTC Spring (2008)
Keyphrases
- reinforcement learning
- energy efficient routing
- energy consumption
- wireless sensor networks
- routing protocol
- sensor networks
- multi hop
- topology control
- function approximation
- mobile ad hoc networks
- routing algorithm
- wireless medium
- network topology
- reinforcement learning algorithms
- temporal difference
- state space
- machine learning
- learning algorithm
- service discovery
- data transmission
- mobile nodes
- energy efficient
- dynamic programming
- action space
- multicast routing protocol
- model free
- markov decision processes
- optimal policy
- action selection
- transfer learning
- sensor nodes
- base station
- data sets
- optimal control