QoS-Aware Scheduling for Cellular Networks Using Deep Reinforcement Learning

Mathematics

• Reinforcement Learning 100%
• Scheduling 67%
• Mobile Networks 54%
• Scheduler 48%
• Traffic Simulation 30%
• Scheduling Policy 25%
• Q-function 22%
• Resource Allocation 21%
• Optimal Allocation 21%
• Simulator 21%
• Optimal Policy 19%
• Traffic 18%
• Baseline 18%
• Complex Systems 17%
• Value Function 15%
• Neural Networks 15%
• Maximise 15%
• Scenarios 15%
• Requirements 13%
• Performance 9%
• Interval 9%

Engineering & Materials Science

• Reinforcement learning 66%
• Quality of service 52%
• Scheduling 45%
• Wireless networks 26%
• Deep neural networks 16%
• Large scale systems 14%
• Resource allocation 14%
• Simulators 12%