Ruan, Jingqing

10 publications

TMLR 2025 QPO: Query-Dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning Yilun Kong, Hangyu Mao, Zhao Qi, Bin Zhang, Jingqing Ruan, Li Shen, Yongzhe Chang, Xueqian Wang, Rui Zhao, Dacheng Tao

ICLRW 2025 Query-Dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning Yilun Kong, Hangyu Mao, Qi Zhao, Bin Zhang, Jingqing Ruan, Li Shen, Yongzhe Chang, Xueqian Wang, Rui Zhao, Dacheng Tao

ICLRW 2024 Controlling Large Language Model-Based Agents for Large-Scale Decision-Making: An Actor-Critic Approach Bin Zhang, Hangyu Mao, Jingqing Ruan, Ying Wen, Yang Li, Shao Zhang, Zhiwei Xu, Dapeng Li, Ziyue Li, Rui Zhao, Guoliang Fan, Lijuan Li

ICMLW 2024 Hummer: Towards Limited Competitive Preference Dataset Li Jiang, Yusen Wu, Junwu Xiong, Jingqing Ruan, Yichuan Ding, Qingpei Guo, Zujie Wen, Jun Zhou, Xiaotie Deng

ICMLW 2024 Hummer: Towards Limited Competitive Preference Dataset Li Jiang, Yusen Wu, Junwu Xiong, Jingqing Ruan, Qingpei Guo, Zujie Wen, Jun Zhou, Xiaotie Deng

ICML 2024 Learning Causal Dynamics Models in Object-Oriented Environments Zhongwei Yu, Jingqing Ruan, Dengpeng Xing

ICLRW 2024 TPTU-V2: Boosting Task Planning and Tool Usage of Large Language Model-Based Agents in Real-World Systems Yilun Kong, Jingqing Ruan, YiHong Chen, Bin Zhang, Tianpeng Bao, Shi Shiwei, Du Guo Qing, Xiaoru Hu, Hangyu Mao, Ziyue Li, Xingyu Zeng, Rui Zhao, Xueqian Wang

IJCAI 2024 X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner Haoyuan Jiang, Ziyue Li, Hua Wei, Xuantang Xiong, Jingqing Ruan, Jiaming Lu, Hangyu Mao, Rui Zhao

IJCAI 2023 Explainable Reinforcement Learning via a Causal World Model Zhongwei Yu, Jingqing Ruan, Dengpeng Xing

NeurIPSW 2023 TPTU: Task Planning and Tool Usage of Large Language Model-Based AI Agents Jingqing Ruan, YiHong Chen, Bin Zhang, Zhiwei Xu, Tianpeng Bao, Du Guo Qing, Shi Shiwei, Hangyu Mao, Ziyue Li, Xingyu Zeng, Rui Zhao