Toward Massive Distribution of Intelligence for 6G Network Management Using Double Deep Q-Networks

Keyphrases

• Network Management 100%
• 6G Networks 100%
• Massive Distribution 100%
• Double Deep Q-network 100%
• Q-learning 42%
• Deep Q-network 42%
• Reinforcement Learning 28%
• Training Stability 28%
• Distributed Management 28%
• System Performance 14%
• Ability to Learn 14%
• Number of Users 14%
• Network Elements 14%
• Dynamic Change 14%
• Training Behavior 14%
• Long-term Stability 14%
• Distributed Architecture 14%
• System Training 14%
• Going beyond 14%
• Virtual Resources 14%
• Performance Stability 14%
• Auto-scaling 14%
• Learning Solutions 14%
• 5G Deployment 14%
• Network Addressing 14%
• Convergent Systems 14%
• Still Face 14%
• Practical Deployment 14%
• 6G Use Cases 14%
• Network Slice 14%
• Distribution Level 14%
• Distributed Reinforcement Learning 14%

Computer Science

• Network Management 100%
• Deep Q-Network 100%
• Reinforcement Learning 30%
• Systems Performance 10%
• Use Case 10%
• Distributed Architecture 10%
• Virtual Resource 10%
• Beyond 5G 10%
• Network Element 10%
• Paradigm Shift 10%
• Good Performance 10%

Chemical Engineering

• Reinforcement Learning 100%