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University of Wisconsin-Madison(威斯康星大学麦迪逊分校)

2026-01-19 至 2026-01-19 共收录 1
2408.17380 2026-01-19 cs.AI cs.LG

Traffic expertise meets residual RL: Knowledge-informed model-based residual reinforcement learning for CAV trajectory control

交通专家与残差强化学习相遇:基于知识的模型驱动残差强化学习用于智能交通车辆轨迹控制

Zihao Sheng, Zilin Huang, Sikai Chen

机构 * Department of Civil and Environmental Engineering, University of Wisconsin-Madison, Madison, WI, 53706, USA(土木与环境工程系,威斯尼大学麦迪逊分校)

AI总结 本文提出基于知识的模型驱动残差强化学习框架,用于智能交通车辆轨迹控制,结合交通专家知识与传统控制方法,提升学习效率与交通流平滑度。

Comments Accepted by Communications in Transportation Research

Journal ref Communications in Transportation Research 4 (2024): 100142

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