Altering 5G Network Parameters Using Deep Reinforcement Learning to Optimize QoS and Security

Keyphrases

• Quality of Service 100%
• Deep Reinforcement Learning (deep RL) 100%
• 5G Networks 100%
• Network Parameters 100%
• Security Level 100%
• Learning to Optimize 100%
• Deep Q-network 50%
• High Demand 25%
• Network Model 25%
• Security Threats 25%
• Optimization Techniques 25%
• High Data Rate 25%
• Robust Solution 25%
• Reinforcement Learning Agent 25%
• 5G Architecture 25%
• Proximal Policy Optimization 25%
• Dynamically Adjust 25%
• Device Density 25%
• Advantage Actor-Critic 25%
• Hyperparameter Optimization 25%
• Optuna 25%
• Low Latency 25%

Computer Science

• Quality of Service 100%
• 5G Mobile Communication 100%
• Network Parameter 100%
• Deep Reinforcement Learning 100%
• Deep Q-Network 50%
• Network Architecture 25%
• Optimization Technique 25%
• Learning Agent 25%
• Optimization Policy 25%
• Robust Solution 25%
• Hyperparameter Optimization 25%