Two timescale convergent Q-learning for sleep-scheduling in wireless sensor networks.
Prashanth L. A.Abhranil ChatterjeeShalabh BhatnagarPublished in: Wirel. Networks (2014)
Keyphrases
- wireless sensor networks
- reinforcement learning
- scheduling problem
- multi agent
- cooperative
- state space
- sensor networks
- energy efficient
- environmental monitoring
- energy consumption
- sensor nodes
- scheduling algorithm
- function approximation
- energy efficiency
- learning algorithm
- resource constrained
- data aggregation
- data transmission
- data gathering
- round robin
- wireless communication
- topology control
- routing protocol
- model free
- action selection
- sleep stage
- multi agent reinforcement learning
- resource constraints
- base station
- resource allocation
- multi hop
- dynamic programming