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IEEE Transactions on Vehicular Technology 2023ZhengzhouBeijing National Research CenterTsinghuaMulti-agent RL

Adaptive Multi-Agent Deep Mixed Reinforcement Learning for Traffic Light Control

AMDMRL uses hierarchical proxies and mixed cooperative encoding to coordinate multi-type intersection traffic lights, cutting travel time by 16, 41% over baselines.

Lulu Li, Ruijie Zhu, Shuning Wu, Wenting Ding and 2 more

Published Oct 2, 2023 · 19 citations

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