Reinforcement Learning-Based Resource Allocation for Multiple Vehicles with Communication-Assisted Sensing Mechanism

Computer Science

• Autonomous Vehicles 100%
• Resource Allocation 100%
• Reinforcement Learning 100%
• Optimization Problem 33%
• Energy Consumption 33%
• Deep Reinforcement Learning 33%
• Spectrum Efficiency 33%
• Markov Decision Process 33%
• Spectrum Resource 33%
• Detection Probability 33%
• Process Framework 33%
• Signal Interference 33%
• Communication Device 33%
• Interference Power 33%
• Efficient Implementation 33%
• Sensing Function 33%
• Communication Function 33%
• Dynamic Allocation 33%
• Interference Model 33%

Engineering

• Reinforcement Learning 100%
• Sensing Mechanisms 100%
• Simulation Result 33%
• Optimisation Problem 33%
• Energy Systems 33%
• Spectrum Efficiency 33%
• Partially Observable Markov Decision Process 33%
• Spectrum Resource 33%
• Detection Probability 33%
• Efficient Implementation 33%
• Missed Detection 33%
• Mutual Interference 33%
• Interference Signal 33%