Balanced Energy-Efficient Routing in MANETs using Reinforcement Learning.
Wibhada NaruephiphatWipawee UsahaPublished in: ICOIN (2008)
Keyphrases
- reinforcement learning
- energy efficient routing
- energy consumption
- routing protocol
- wireless sensor networks
- sensor networks
- multi hop
- function approximation
- routing algorithm
- topology control
- mobile ad hoc networks
- energy efficient
- ad hoc networks
- wireless medium
- service discovery
- learning algorithm
- reinforcement learning algorithms
- temporal difference
- state space
- markov decision processes
- machine learning
- intermediate nodes
- mobile nodes
- network lifetime
- optimal policy
- energy efficiency
- model free
- action selection
- learning process
- multi agent
- data collection
- peer to peer
- embedded systems
- information sources
- data sets
- distributed databases
- human activities
- data aggregation
- end to end
- sensor nodes