Model-Free Decentralized Training for Deep Learning Based Resource Allocation in Communication Networks.
Pourya BehmandpoorPanagiotis PatrinosMarc MoonenPublished in: EUSIPCO (2023)
Keyphrases
- resource allocation
- communication networks
- model free
- deep learning
- deep architectures
- reinforcement learning
- decentralized decision making
- unsupervised learning
- function approximation
- resource allocation problems
- machine learning
- reinforcement learning algorithms
- supervised learning
- distributed databases
- computer networks
- network structure
- optimal resource allocation
- multi agent
- mental models
- training set
- weakly supervised
- neural network
- peer to peer
- learning algorithm
- computer systems
- graph cuts
- decision support
- dynamic programming
- multi agent systems
- decision making
- social networks
- data mining
- data sets