Marble: collaborative scheduling of batteryless sensors with meta reinforcement learning.
Francesco FraternaliBharathan BalajiYuvraj AgarwalRajesh GuptaPublished in: BuildSys@SenSys (2021)
Keyphrases
- reinforcement learning
- scheduling problem
- sensor networks
- state space
- scheduling algorithm
- data fusion
- learning algorithm
- function approximation
- reinforcement learning algorithms
- resource constraints
- sensor fusion
- collaborative learning
- sensor data
- multi sensor
- real time
- collaborative environment
- markov decision processes
- production line
- optimal policy
- temporal difference learning
- computer supported collaborative learning
- wafer fabrication
- sensory data
- geographically dispersed
- policy search
- meta reasoning
- meta level
- optimal control
- learning problems
- cooperative
- model free
- temporal difference
- collaborative activities
- knowledge sharing
- resource allocation
- round robin
- mobile robot
- dynamic scheduling
- dynamic programming
- np hard
- robotic control
- machine learning