New Approaches for Network Topology Optimization Using Deep Reinforcement Learning and Graph Neural Network

Keyphrases

• Deep Reinforcement Learning (deep RL) 100%
• Dual Agent 33%
• Exponential Growth 33%
• Graph Attention Network 33%
• Graph Neural Network 100%
• High Performance 33%
• Internet of Things Devices 33%
• Learning Neural Network 100%
• Mesh Topology 33%
• Message Passing Neural Network 33%
• Network Optimization 33%
• Network Topology 33%
• Network Topology Optimization 100%
• Network Topology Planning 33%
• Networked Agents 33%
• Optimization Methods 33%
• Path Selection 33%
• Performance Gains 33%
• Real-world Application 33%
• Rejection Strategies 33%
• Throughput Maximization 33%
• Topology Exploration 33%
• Tree Topology 100%
• Wireless Networks 66%

Computer Science

• Connected Device 33%
• Deep Reinforcement Learning 100%
• Experimental Result 33%
• Exponential Growth 33%
• Graph Attention Network 33%
• Graph Neural Network 100%
• Mesh Topology 33%
• Message Passing 33%
• Network Topology 100%
• Neural Network 33%
• Path Selection 33%
• Performance Gain 33%
• Topology 100%
• Topology Optimization 100%
• Wireless Network 66%
• World Application 33%