Dynamic transmission policy for enhancing LoRa network performance: A deep reinforcement learning approach.
Laura Acosta-GarciaJuan Aznar-PovedaAntonio-Javier García-SánchezJoan García-HaroThomas FahringerPublished in: Internet Things (2023)
Keyphrases
- reinforcement learning
- optimal policy
- agent technology
- dynamic networks
- policy search
- function approximation
- wireless sensor networks
- dynamic environments
- action selection
- transmission delay
- markov decision process
- communication networks
- packet size
- partially observable environments
- data transmission
- markov decision processes
- computer networks
- network traffic
- network structure
- actor critic
- transmission rate
- neural network
- model free
- artificial neural networks
- multi agent
- state and action spaces
- artificial intelligence
- information retrieval