Jingqing Ruan

Latest

• CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control
• X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner
• DuaLight: Enhancing Traffic Signal Control by Leveraging Scenario-Specific and Scenario-Shared Knowledge
• TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems
• Controlling Large Language Model-based Agents for Large-Scale Decision-Making: An Actor-Critic Approach
• Reboost Large Language Model-based Text-to-SQL, Text-to-Python, and Text-to-Function -- with Real Applications in Traffic Domain
• TPTU: Large Language Model-based AI Agents for Task Planning and Tool Usage