Scaling Configuration of Energy Harvesting Sensors with Reinforcement Learning.
Francesco FraternaliBharathan BalajiRajesh K. GuptaPublished in: CoRR (2018)
Keyphrases
- reinforcement learning
- energy consumption
- battery powered
- sensor networks
- function approximation
- save energy
- real time
- state space
- energy saving
- sensor data
- data fusion
- model free
- multi sensor
- energy minimization
- sensor fusion
- markov decision processes
- sensor nodes
- selective perception
- power consumption
- learning algorithm
- energy efficiency
- multi agent
- dynamic programming
- action selection
- temporal difference
- optimal configuration
- wireless sensor networks
- robotic control
- learning process
- transition model
- low energy
- temporal difference learning
- infrared
- low cost
- energy efficient
- markov random field
- graph cuts