Longtao Zheng

1. Cradle: Empowering Foundation Agents Towards General Computer Control
   2024/03/05 by Weihao Tan, Tan, Weihao, Wentao Zhang +54 · 2 voices · 27 citations
   Computer Science · #Multi-Agent Systems and Negotiation #cs.AI
2. A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist
   2024/02/28 by Wentao Zhang, Lingxuan Zhao, Zhang, Wentao +23 · 34 citations
   Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Multi-Agent Systems and Negotiation #Stock Market Forecasting Methods #Complex Systems and Time Series Analysis
3. Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control
   2023/06/13 by Longtao Zheng, Zheng, Longtao, Rundong Wang +4 · 20 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #Data Stream Mining Techniques #FOS: Computer and information sciences #Topic Modeling
4. AgentStudio: A Toolkit for Building General Virtual Agents
   2024/03/26 by Longtao Zheng, Zheng, Longtao, Zhiyuan Huang +9 · 13 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
5. SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning
   2025/09/02 by Zhenghai Xue, Longtao Zheng, Xue, Zhenghai +11 · 47 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
6. True Knowledge Comes from Practice: Aligning LLMs with Embodied Environments via Reinforcement Learning
   2024/01/25 by Weihao Tan, Wentao Zhang, Tan, Weihao +9 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
7. Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning
   2025/05/01 by Lang Feng, W.C. Tan, Feng, Lang +13 · 3 citations
   Computer Science · Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Social Robot Interaction and HRI