Heterogeneous Task Offloading and Resource Allocations via Deep Recurrent Reinforcement Learning in Partial Observable Multifog Networks.
Jung-Yeon BaekGeorges KaddoumPublished in: IEEE Internet Things J. (2021)
Keyphrases
- reinforcement learning
- resource allocation
- heterogeneous networks
- social networks
- resource management
- resource consumption
- recurrent networks
- optimal allocation
- function approximation
- network structure
- computer networks
- deep learning
- network design
- grid environment
- network resources
- feed forward
- multi agent
- recurrent neural networks
- network topologies
- network size
- robotic control
- resource constraints
- network analysis
- neural network
- complex systems
- supervised learning
- learning process
- search space
- learning algorithm
- machine learning
- real world