Large language model-based agents for software engineering: A survey
The recent advance in Large Language Models (LLMs) has shaped a new paradigm of AI
agents, ie, LLM-based agents. Compared to standalone LLMs, LLM-based agents …
agents, ie, LLM-based agents. Compared to standalone LLMs, LLM-based agents …
LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead
Integrating Large Language Models (LLMs) into autonomous agents marks a significant shift
in the research landscape by offering cognitive abilities that are competitive with human …
in the research landscape by offering cognitive abilities that are competitive with human …
Autonomous Agents for Collaborative Task under Information Asymmetry
Large Language Model Multi-Agent Systems (LLM-MAS) have achieved great progress in
solving complex tasks. It performs communication among agents within the system to …
solving complex tasks. It performs communication among agents within the system to …
LAMBDA: A Large Model Based Data Agent
We introduce LArge Model Based Data Agent (LAMBDA), a novel open-source, code-free
multi-agent data analysis system that leverages the power of large models. LAMBDA is …
multi-agent data analysis system that leverages the power of large models. LAMBDA is …
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents
Traditional sociological research often relies on human participation, which, though
effective, is expensive, challenging to scale, and with ethical concerns. Recent …
effective, is expensive, challenging to scale, and with ethical concerns. Recent …
Empowering Agile-Based Generative Software Development through Human-AI Teamwork
In software development, the raw requirements proposed by users are frequently
incomplete, which impedes the complete implementation of application functionalities. With …
incomplete, which impedes the complete implementation of application functionalities. With …
Multi-Agent Software Development through Cross-Team Collaboration
The latest breakthroughs in Large Language Models (LLMs), eg., ChatDev, have catalyzed
profound transformations, particularly through multi-agent collaboration for software …
profound transformations, particularly through multi-agent collaboration for software …