Hierarchical auto-organizing system for open-ended multi-agent navigation
Navigating complex environments in Minecraft poses significant challenges for multi-agent
systems due to the game's dynamic and unpredictable open-world setting. Agents need to …
systems due to the game's dynamic and unpredictable open-world setting. Agents need to …
Do we really need a complex agent system? distill embodied agent into a single model
With the power of large language models (LLMs), open-ended embodied agents can flexibly
understand human instructions, generate interpretable guidance strategies, and output …
understand human instructions, generate interpretable guidance strategies, and output …
Unveiling the truth and facilitating change: Towards agent-based large-scale social movement simulation
Social media has emerged as a cornerstone of social movements, wielding significant
influence in driving societal change. Simulating the response of the public and forecasting …
influence in driving societal change. Simulating the response of the public and forecasting …
Iterative Experience Refinement of Software-Developing Agents
Autonomous agents powered by large language models (LLMs) show significant potential
for achieving high autonomy in various scenarios such as software development. Recent …
for achieving high autonomy in various scenarios such as software development. Recent …
Scaling Large-Language-Model-based Multi-Agent Collaboration
Pioneering advancements in large language model-powered agents have underscored the
design pattern of multi-agent collaboration, demonstrating that collective intelligence can …
design pattern of multi-agent collaboration, demonstrating that collective intelligence can …
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 …
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 …
Think-on-Process: Dynamic Process Generation for Collaborative Development of Multi-Agent System
Software development is a collaborative endeavor that requires individuals from different
departments to work together in order to collectively develop a high-quality software system …
departments to work together in order to collectively develop a high-quality software system …
Reframing the Relationship in Out-of-Distribution Detection
YX Lee, X Cao - arXiv preprint arXiv:2405.16766, 2024 - arxiv.org
The remarkable achievements of Large Language Models (LLMs) have captivated the
attention of both academia and industry, transcending their initial role in dialogue …
attention of both academia and industry, transcending their initial role in dialogue …
LAMBDA: A Large Model Based Data Agent
We introduce``LAMBDA," a novel open-source, code-free multi-agent data analysis system
that that harnesses the power of large models. LAMBDA is designed to address data …
that that harnesses the power of large models. LAMBDA is designed to address data …