Ablation Study of Deep Reinforcement Learning Congestion Control in Cellular Network Settings

Keyphrases

• Cellular Networks 100%
• Ablation Study 100%
• Deep Reinforcement Learning (deep RL) 100%
• Network Context 100%
• Congestion Control 100%
• Network Performance 40%
• Training Process 20%
• Machine Learning Approach 20%
• Learnability 20%
• Initialization Method 20%
• Performance-based Incentives 20%
• Suitable Solutions 20%
• Action Space 20%
• High Reward 20%

Computer Science

• Cellular Network 100%
• Deep Reinforcement Learning 100%
• Congestion Control 100%
• Training Process 20%
• Machine Learning Approach 20%
• Initialization Method 20%
• Interpretability 20%

Engineering

• Cellular Network 100%
• Reinforcement Learning 100%
• Congestion Control 100%
• Learning Approach 20%
• Action Space 20%