Marble: collaborative scheduling of batteryless sensors with meta reinforcement learning.
Francesco FraternaliBharathan BalajiDezhi HongYuvraj AgarwalRajesh K. GuptaPublished in: BuildSys@SenSys (2021)
Keyphrases
- reinforcement learning
- scheduling algorithm
- function approximation
- scheduling problem
- sensor networks
- collaborative learning
- sensor data
- markov decision processes
- production line
- model free
- machine learning
- dynamic scheduling
- multi sensor
- resource allocation
- learning process
- multi agent
- optimal policy
- selective perception
- robotic control
- sensor technology
- real time
- sensor fusion
- state space
- information systems
- learning algorithm
- collaborative environment
- round robin
- computer supported collaborative learning
- preventive maintenance
- policy search
- data fusion
- reinforcement learning algorithms
- parallel machines
- temporal difference learning
- flexible manufacturing systems
- geographically dispersed
- learning problems