Coordinated Lane-Level Variable Speed Limits and Ramp Metering for Successive Weaving Segments Considering Merging/Diverging Risks: A Hybrid Model Predictive Control and Multi-Agent Reinforcement Learning Approach
A hybrid MPC and multi-agent RL controller coordinates lane-level speed limits and ramp metering in Changchun.