Scaling configuration of energy harvesting sensors with reinforcement learning.
Francesco FraternaliBharathan BalajiRajesh K. GuptaPublished in: ENSsys@SenSys (2018)
Keyphrases
- reinforcement learning
- energy consumption
- sensor networks
- battery powered
- model free
- function approximation
- data fusion
- optimal policy
- sensor data
- optimal control
- save energy
- sensor nodes
- reinforcement learning algorithms
- energy efficiency
- multi sensor
- selective perception
- optimal configuration
- low energy
- real time
- markov decision processes
- multi agent reinforcement learning
- wireless sensor networks
- wireless sensor nodes
- machine learning
- energy efficient
- energy saving
- robotic control
- energy minimization
- hidden markov models
- markov decision process
- power consumption
- data acquisition
- dynamic programming
- total energy
- policy search
- learning process
- digital libraries
- multi agent
- data sets