Deep reinforcement learning for delay-sensitive LTE downlink scheduling

Keyphrases

• Deep Reinforcement Learning (deep RL) 100%
• Delay-sensitive 100%
• Queuing Delay 100%
• LTE Downlink 100%
• Downlink Scheduling 100%
• Resource Block 50%
• Scheduling Policy 25%
• Base Station 25%
• State Space 25%
• Scheduling Framework 25%
• Average Throughput 25%
• Scheduling System 25%
• Markov Decision Process 25%
• Delay-sensitive Applications 25%
• High-dimensional States 25%
• Learning-based Scheduling 25%
• Action Space 25%
• Deep Deterministic Policy Gradient Algorithm 25%
• Resource Queue 25%
• Channel Quality Indicator 25%

Computer Science

• Deep Reinforcement Learning 100%
• And-States 50%
• Scheduling Policy 50%
• Sensitive Application 50%
• Channel Quality 50%
• Markov Decision Process 50%
• Quality Indicator 50%