Ruan, Jingqing
- TPTU: Large Language Model-based AI Agents for Task Planning and Tool Usage
2023/08/07 by Ruan, Jingqing, Chen, Yihong, Zhang, Bin +8 · 21 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Explainable Reinforcement Learning via a Causal World Model
2023/05/04 by Zhongwei Yu, Jingqing Ruan, Yu, Zhongwei +3 · 5 citations
Computer Science · #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems
2023/11/19 by Kong, Yilun, Ruan, Jingqing, Chen, Yihong +9 · 5 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning
2022/01/17 by Jingqing Ruan, Ruan, Jingqing, Yali Du +15 · 2 citations
Engineering · Computer Science · #Evacuation and Crowd Dynamics #Autonomous Vehicle Technology and Safety #Reinforcement Learning in Robotics
- When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning
2025/05/21 by Zhang, Xiaoyun, Ruan, Jingqing, Ma, Xing +6 · 10 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Controlling Large Language Model-based Agents for Large-Scale Decision-Making: An Actor-Critic Approach
2023/11/23 by Zhang, Bin, Mao, Hangyu, Ruan, Jingqing +9 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning
2024/08/20 by Hangyu Mao, Kong, Yilun, Qi Zhao +16 · 3 citations
Engineering · Computer Science · #Advanced Optical Network Technologies #Software-Defined Networks and 5G #Network Traffic and Congestion Control
- Reboost Large Language Model-based Text-to-SQL, Text-to-Python, and Text-to-Function -- with Real Applications in Traffic Domain
2023/10/28 by Sui, Guanghu, Li, Zhishuai, Li, Ziyue +4 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Mixture of personality improved Spiking actor network for efficient multi-agent cooperation
2023/05/10 by Li, Xiyun, Ni, Ziyi, Ruan, Jingqing +4 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Neural and Evolutionary Computing (cs.NE)
- Learning Causal Dynamics Models in Object-Oriented Environments
2024/05/21 by Zhongwei Yu, Yu, Zhongwei, Jingqing Ruan +3 · 1 citation
Computer Science · #AI-based Problem Solving and Planning #Advanced Database Systems and Queries #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- Hummer: Towards Limited Competitive Preference Dataset
2024/05/19 by Jiang, Li, Wu, Yusen, Xiong, Junwu +6 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Higher Satisfaction, Lower Cost: A Technical Report on How LLMs Revolutionize Meituan's Intelligent Interaction Systems
2025/10/15 by Xuxin Cheng, Ke Zeng, Cheng, Xuxin +123 · 1 citation
Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Computation and Language (cs.CL) #FOS: Computer and information sciences