Cooperative Variable Speed Limit Control using Multi-agent Reinforcement Learning and Evolution Strategy for Improved Throughput in Mixed Traffic

Computer Science

• Evolution Strategy 100%
• Multi-Agent Reinforcement Learning 100%
• Superior Performance 33%
• Hotspot 33%
• Attention (Machine Learning) 33%
• Deep Q-Network 33%
• Decision-Making 33%
• Experimental Result 33%

Engineering

• Reinforcement Learning 100%
• Speed Limit 100%
• Experimental Result 20%
• Metrics 20%
• Hot Spot 20%