Search Results for author: Yufan Dang

Found 6 papers, 5 papers with code

Autonomous Agents for Collaborative Task under Information Asymmetry

2 code implementations21 Jun 2024 Wei Liu, Chenxi Wang, Yifei Wang, Zihao Xie, Rennai Qiu, Yufan Dang, Zhuoyun Du, Weize Chen, Cheng Yang, Chen Qian

Together with InfoNav, iAgents organizes human information in a mixed memory to provide agents with accurate and comprehensive information for exchange.

Language Modelling Large Language Model +1

Multi-Agent Software Development through Cross-Team Collaboration

1 code implementation13 Jun 2024 Zhuoyun Du, Chen Qian, Wei Liu, Zihao Xie, Yifei Wang, Yufan Dang, Weize Chen, Cheng Yang

We anticipate that our work will guide LLM agents towards a cross-team paradigm and contribute to their significant growth in but not limited to software development.

Story Generation

Scaling Large-Language-Model-based Multi-Agent Collaboration

1 code implementation11 Jun 2024 Chen Qian, Zihao Xie, Yifei Wang, Wei Liu, Yufan Dang, Zhuoyun Du, Weize Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun

Pioneering advancements in large language model-powered agents have underscored the design pattern of multi-agent collaboration, demonstrating that collective intelligence can surpass the capabilities of each individual.

Language Modeling Language Modelling +2

Iterative Experience Refinement of Software-Developing Agents

no code implementations7 May 2024 Chen Qian, Jiahao Li, Yufan Dang, Wei Liu, Yifei Wang, Zihao Xie, Weize Chen, Cheng Yang, Yingli Zhang, Zhiyuan Liu, Maosong Sun

We propose two fundamental patterns: the successive pattern, refining based on nearest experiences within a task batch, and the cumulative pattern, acquiring experiences across all previous task batches.

Experiential Co-Learning of Software-Developing Agents

1 code implementation28 Dec 2023 Chen Qian, Yufan Dang, Jiahao Li, Wei Liu, Zihao Xie, Yifei Wang, Weize Chen, Cheng Yang, Xin Cong, Xiaoyin Che, Zhiyuan Liu, Maosong Sun

Recent advancements in large language models (LLMs) have brought significant changes to various domains, especially through LLM-driven autonomous agents.

ChatDev: Communicative Agents for Software Development

1 code implementation16 Jul 2023 Chen Qian, Wei Liu, Hongzhang Liu, Nuo Chen, Yufan Dang, Jiahao Li, Cheng Yang, Weize Chen, Yusheng Su, Xin Cong, Juyuan Xu, Dahai Li, Zhiyuan Liu, Maosong Sun

Numerous studies used deep learning to improve specific phases in a waterfall model, such as design, coding, and testing.

Decision Making

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