Autonomous RACH Resource Slicing for Heterogeneous IoT Devices Communication Using Deep Reinforcement Learning.
Hussen Yesuf AliSun GoulinAbegaz Mohammed SeidPublished in: ICT4DA (2021)
Keyphrases
- reinforcement learning
- smart objects
- autonomous learning
- spatially distributed
- communication technologies
- decentralized control
- mobile devices
- computing devices
- function approximation
- grid environment
- mobile peer to peer networks
- communication infrastructure
- resource management
- management system
- machine learning
- markov decision processes
- cooperative
- information sharing
- resource constraints
- resource sharing
- resource allocation
- everyday objects
- state space
- heterogeneous systems
- resource constrained
- robotic systems
- mobile applications
- cloud computing
- peer to peer
- reinforcement learning algorithms
- communication systems
- communication cost
- optimal control
- multi agent