Large language model based multi-agents: A survey of progress and challenges

T Guo, X Chen, Y Wang, R Chang, S Pei… - arXiv preprint arXiv …, 2024 - arxiv.org
Large Language Models (LLMs) have achieved remarkable success across a wide array of
tasks. Due to the impressive planning and reasoning abilities of LLMs, they have been used …

Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents

Z Zhang, Y Yao, A Zhang, X Tang, X Ma, Z He… - arXiv preprint arXiv …, 2023 - arxiv.org
Large language models (LLMs) have dramatically enhanced the field of language
intelligence, as demonstrably evidenced by their formidable empirical performance across a …

[PDF][PDF] Communicative agents for software development

C Qian, X Cong, C Yang, W Chen, Y Su… - arXiv preprint arXiv …, 2023 - openreview.net
Software engineering is a domain characterized by intricate decision-making processes,
often relying on nuanced intuition and consultation. Recent advancements in deep learning …

Chatdev: Communicative agents for software development

C Qian, W Liu, H Liu, N Chen, Y Dang, J Li… - Proceedings of the …, 2024 - aclanthology.org
Software development is a complex task that necessitates cooperation among multiple
members with diverse skills. Numerous studies used deep learning to improve specific …

Agent hospital: A simulacrum of hospital with evolvable medical agents

J Li, Y Lai, W Li, J Ren, M Zhang, X Kang… - arXiv preprint arXiv …, 2024 - arxiv.org
The recent rapid development of large language models (LLMs) has sparked a new wave of
technological revolution in medical artificial intelligence (AI). While LLMs are designed to …

Can Generative AI improve social science?

CA Bail - Proceedings of the National Academy of Sciences, 2024 - National Acad Sciences
Generative AI that can produce realistic text, images, and other human-like outputs is
currently transforming many different industries. Yet it is not yet known how such tools might …

Perils and opportunities in using large language models in psychological research

S Abdurahman, M Atari, F Karimi-Malekabadi… - PNAS …, 2024 - academic.oup.com
The emergence of large language models (LLMs) has sparked considerable interest in their
potential application in psychological research, mainly as a model of the human psyche or …

From llms to llm-based agents for software engineering: A survey of current, challenges and future

H Jin, L Huang, H Cai, J Yan, B Li, H Chen - arXiv preprint arXiv …, 2024 - arxiv.org
With the rise of large language models (LLMs), researchers are increasingly exploring their
applications in var ious vertical domains, such as software engineering. LLMs have …

Experiential co-learning of software-developing agents

C Qian, Y Dang, J Li, W Liu, Z Xie, Y Wang… - arXiv preprint arXiv …, 2023 - arxiv.org
Recent advancements in large language models (LLMs) have brought significant changes
to various domains, especially through LLM-driven autonomous agents. A representative …

Competeai: Understanding the competition behaviors in large language model-based agents

Q Zhao, J Wang, Y Zhang, Y Jin, K Zhu, H Chen… - arXiv preprint arXiv …, 2023 - arxiv.org
Large language models (LLMs) have been widely used as agents to complete different
tasks, such as personal assistance or event planning. While most work has focused on …