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References (21)

[1]
Towards a Science of Scaling Agent Systems
2025Y. Kim, Ken Gu et al.
[2]
Learning to Orchestrate Agents in Natural Language with the Conductor
2025Stefan Nielsen, Edoardo Cetin et al.
[3]
JoyAgent-JDGenie: Technical Report on the GAIA
2025Jiarun Liu, Shiyue Xu et al.
[4]
Establishing Best Practices for Building Rigorous Agentic Benchmarks
2025Yuxuan Zhu, Tengjun Jin et al.
[5]
OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation
2025Mengkang Hu, Yuhang Zhou et al.
[6]
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models
2025Xinxing Ren, Qianbo Zang et al.
[7]
Multi-Agent Collaboration via Evolving Orchestration
2025Yufan Dang, Cheng Qian et al.
[8]
BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents
2025Jason Wei, Zhiqing Sun et al.
[9]
MasRouter: Learning to Route LLMs for Multi-Agent Systems
2025Yanwei Yue, Gui-Min Zhang et al.
[10]
AutoAgent: A Fully-Automated and Zero-Code Framework for LLM Agents
2025Jiabin Tang, Tianyu Fan et al.
[11]
AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions
2024Ziming Li, Qianbo Zang et al.
[12]
SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement
2024Antonis Antoniades, Albert Örwall et al.
[13]
Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
2024Haoyang Su, Renqi Chen et al.
[14]
SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
2024John Yang, Carlos E. Jimenez et al.
[15]
Large Language Model based Multi-Agents: A Survey of Progress and Challenges
2024Taicheng Guo, Xiuying Chen et al.
[16]
FinMem: A Performance-Enhanced LLM Trading Agent With Layered Memory and Character Design
2023Yangyang Yu, Haohang Li et al.
[17]
GAIA: a benchmark for General AI Assistants
2023G. Mialon, Clémentine Fourrier et al.
[18]
MetaGPT: Meta Programming for Multi-Agent Collaborative Framework
2023Sirui Hong, Xiawu Zheng et al.
[19]
End-to-End Autonomous Driving: Challenges and Frontiers
2023Li Chen, Peng Wu et al.
[20]
Planning-oriented Autonomous Driving
2022Yi Hu, Jiazhi Yang et al.

Showing 20 of 21 references

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