IoT Sensor Gym: Training Autonomous IoT Devices with Deep Reinforcement Learning.
Abdulmajid MuradKerstin BachFrank Alexander KraemerGavin TaylorPublished in: IOT (2019)
Keyphrases
- reinforcement learning
- management system
- sensor web
- cloud computing
- big data
- autonomous learning
- location information
- smart objects
- sensor data
- function approximation
- sensor networks
- supervised learning
- training set
- multi sensor
- mobile computing
- real time
- optimal policy
- ubiquitous computing
- mobile devices
- ambient intelligence
- reinforcement learning algorithms
- learning capabilities
- wireless sensor
- training phase
- mobile phone
- deep architectures
- data analysis
- context aware
- function approximators
- key management
- training samples
- training examples
- robotic systems
- markov decision processes