一作ICML 2026Poster· Reinforcement Learning / Multi-agent
Scalable Traffic Signal Control with Shared Policy Framework
Haolun MA · Yanchen ZHU · Zizhuo Xu · Weijie Shi · Jiajie Xu · Lei Li
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Haolun MA · Yanchen ZHU · Zizhuo Xu · Weijie Shi · Jiajie Xu · Lei Li
ZhongDong Li · Weijie Shi · Yue Cui · Haolun MA · Yuanjun Liu · Jiawei Li · An Liu · Jia Zhu · Jiajie Xu
Large language models (LLMs) have achieved strong performance on standard benchmarks, yet their performance is not robust across different task manifestations. It remains unclear how performance changes under controlled task rewrites that preserve the original solution structure, while varying th...
Zizhuo Xu · Haolun MA · Lei Li · Zhiyuan Wang · Yunjie Huang · Xiaofang Zhou