Deep Reinforcement Learning for Interference Management in UAV-Based 3D Networks: Potentials and Challenges.
Mojtaba VaeziXingqin LinHongliang ZhangWalid SaadH. Vincent PoorPublished in: IEEE Commun. Mag. (2024)
Keyphrases
- reinforcement learning
- future internet
- management system
- social networks
- decision making
- lessons learned
- heterogeneous networks
- network design
- data management
- decision support
- knowledge management
- key issues
- network management
- model free
- multi agent
- information systems
- real world
- machine learning
- telecommunication networks
- telecommunications networks
- function approximation
- information management
- complex networks
- data processing
- potential functions
- network structure
- markov decision processes
- path planning
- reinforcement learning algorithms
- case study
- technical solutions
- practical experiences
- learning algorithm