Practical Implementation Issues of Reinforcement Learning Based ALOHA for Wireless Sensor Networks.
Selahattin KosunalpPaul D. MitchellDavid GraceTim ClarkePublished in: ISWCS (2013)
Keyphrases
- implementation issues
- wireless sensor networks
- reinforcement learning
- energy efficient
- mac protocol
- function approximation
- real world
- state space
- sensor nodes
- machine learning
- environmental monitoring
- routing algorithm
- sensor networks
- dynamic programming
- practical application
- markov decision processes
- reinforcement learning algorithms
- optimal policy
- underwater acoustic
- energy efficiency
- energy consumption
- model free
- data aggregation
- robotic control