Accounting for dynamic speed limit control in a stochastic traffic environment: A reinforcement learning approach

Keyphrases

• Average Reward 20%
• Dynamic Network Loading 20%
• Dynamic Speed Limit 100%
• Flow Propagation 20%
• Intelligent Agents 20%
• Limit Problem 20%
• Loading Model 20%
• Markov 20%
• Markov Decision Process 20%
• Optimal Speed 20%
• Reinforcement Learning Approach 100%
• Shock Wave Propagation 20%
• Sioux 20%
• Stochastic Networks 40%
• Stochastic Traffic 100%
• Throughput Delay 20%
• Total Travel Time 20%
• Traffic Environment 100%
• Traffic Network 20%
• Traffic Supply 20%
• Uncertain Traffic Demands 20%
• Vehicular Emissions 20%

Computer Science

• Control Mechanism 50%
• Dynamic Network 50%
• Intelligent Agent 50%
• Markov Decision Process 50%
• Modeling Framework 50%
• Process Problem 50%
• Traffic Demand 50%
• Traffic Network 50%

Engineering

• Base Case 12%
• Control Model 12%
• Markov Decision Process 12%
• Shockwave 12%