Ember: energy management of batteryless event detection sensors with deep reinforcement learning.
Francesco FraternaliBharathan BalajiDhiman SenguptaDezhi HongRajesh K. GuptaPublished in: SenSys (2020)
Keyphrases
- event detection
- energy management
- reinforcement learning
- power consumption
- event recognition
- power saving
- smart home
- video analysis
- video event detection
- energy saving
- video surveillance
- activity recognition
- real time
- sensor data
- sensor networks
- energy efficiency
- scan statistic
- energy consumption
- multi sensor
- electric vehicles
- collaborative filtering
- text classification
- supervised learning
- active learning
- multi agent
- learning algorithm
- machine learning
- database