First steps towards real-world traffic signal control optimisation by reinforcement learning

Keyphrases

• Reinforcement Learning 100%
• Traffic Situation 100%
• Traffic Signal Control Optimization 100%
• Reinforcement Learning Algorithm 50%
• Parameter Optimization 50%
• Feature Extractor 50%
• Traffic Flow 50%
• Safety Requirements 50%
• Situation Assessment 50%
• Real-time Traffic 50%
• Level Control 50%
• Control Program 50%
• Deployable 50%
• Real-world Systems 50%
• Real-world Implementation 50%
• Traffic System 50%
• Traffic Engineer 50%
• Continuous Training 50%
• Urban Traffic Flow 50%
• Traffic Signal Optimization 50%
• Multimodal Optimization 50%
• Simulative Test 50%
• Robust Policy 50%

Computer Science

• Reinforcement Learning 100%
• Traffic Signal 100%
• Learning Technique 50%

Chemical Engineering

• Reinforcement Learning 100%
• Scalability 50%