most citedMulti-Agent Reinforcement Learning Based on Representational Communication for Large-Scale Traffic Signal Control

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cs.AI2024

OffLight: An Offline Multi-Agent Reinforcement Learning Framework for Traffic Signal Control

Rohit Bokade, Xiaoning Jin

Efficient traffic control (TSC) is essential for urban mobility, but traditional systems struggle to handle the complexity of real-world traffic. Multi-agent Reinforcement Learning…