Traffic Simulation

LASIL: Learner-Aware Supervised Imitation Learning For Long-term Microscopic Traffic Simulation
Microscopic traffic simulation plays a crucial role in transportation engineering by providing insights into individual vehicle …
Ke Guo, Zhenwei Miao, Wei Jing, Weiwei Liu, Weizi Li, Dayang Hao, Jia Pan
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LASIL: Learner-Aware Supervised Imitation Learning For Long-term Microscopic Traffic Simulation
Imitation Learning for Traffic simulation
Learning a driving model for traffic simulation by imitating from real-world traffic data.
Nov 15, 2023
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Imitation Learning for Traffic simulation
TraCo: Learning Virtual Traffic Coordinator for Cooperation with Multi-Agent Reinforcement Learning
Multi-agent reinforcement learning (MARL) has emerged as a popular technique in diverse domains due to its ability to automate system …
Weiwei Liu, Wei Jing, Lingping Gao, Ke Guo, Gang Xu, Yong Liu
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TraCo: Learning Virtual Traffic Coordinator for Cooperation with Multi-Agent Reinforcement Learning