Scalable multiagent driving policies for reducing traffic congestion

Keyphrases

• Multi-agent 100%
• Automated Vehicles 100%
• Traffic Congestion 100%
• Policy Drivers 100%
• Congestion 40%
• Order of Magnitude 20%
• Small Fraction 20%
• Realistic Scenario 20%
• Training Time 20%
• Autonomous Vehicles 20%
• Sensing Capability 20%
• Road Network 20%
• Urban Setting 20%
• Open Networks 20%
• Network Traffic 20%
• Communication Infrastructure 20%
• Human-like 20%
• Traffic Efficiency 20%
• Network Scenarios 20%
• Human-driven 20%
• Reinforcement Learning Approach 20%
• Distributed Approach 20%
• Transfer Learning Model 20%
• Distributed multi-agent Systems 20%
• Mixed Traffic Conditions 20%
• Human-driven Vehicles 20%
• Open Road 20%
• Actuation Capability 20%
• Congestion Metric 20%
• Congestion Mitigation 20%
• Transfer Reinforcement Learning 20%

Computer Science

• multi-agent 100%
• Learning Approach 40%
• Small Fraction 20%
• Reinforcement Learning 20%
• Network Traffic 20%
• Transfer Learning 20%
• Distributed Approach 20%
• Network Scenario 20%