Probabilistic Preamble Selection with Reinforcement Learning for Massive Machine Type Communication (MTC) Devices.
Galini TsoukaneriShangbin WuYue WangPublished in: PIMRC (2019)
Keyphrases
- reinforcement learning
- function approximation
- mobile devices
- data analysis
- computing devices
- learning algorithm
- communication technologies
- model free
- markov decision processes
- communication systems
- embedded systems
- belief networks
- generative model
- communication infrastructure
- machine learning
- mobile communication
- communication overhead
- home appliances
- smart objects
- estimation algorithm
- optimal control
- selection algorithm
- flowshop
- communication networks
- computer networks
- probabilistic model
- dynamic programming
- genetic algorithm