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Do Multi-Agents Dream of Electric Screens? Achieving Perfect Accuracy on AndroidWorld Through Task Decomposition
Arxiv
0+阅读 · 2月8日
Debating Truth: Debate-driven Claim Verification with Multiple Large Language Model Agents
Arxiv
0+阅读 · 1月30日
Specialists or Generalists? Multi-Agent and Single-Agent LLMs for Essay Grading
Arxiv
0+阅读 · 1月29日
LLM-based In-situ Thought Exchanges for Critical Paper Reading
Arxiv
0+阅读 · 2月2日
When Single-Agent with Skills Replace Multi-Agent Systems and When They Fail
Arxiv
0+阅读 · 1月14日
Sample Complexity of Average-Reward Q-Learning: From Single-agent to Federated Reinforcement Learning
Arxiv
0+阅读 · 1月20日
Zero-shot adaptable task planning for autonomous construction robots: a comparative study of lightweight single and multi-AI agent systems
Arxiv
0+阅读 · 1月20日
Rethinking the Value of Multi-Agent Workflow: A Strong Single Agent Baseline
Arxiv
0+阅读 · 1月18日
Multi-Agent LLM Orchestration Achieves Deterministic, High-Quality Decision Support for Incident Response
Arxiv
0+阅读 · 1月7日
Multi-Agent LLM Committees for Autonomous Software Beta Testing
Arxiv
0+阅读 · 2025年12月21日
From Solo to Symphony: Orchestrating Multi-Agent Collaboration with Single-Agent Demos
Arxiv
0+阅读 · 2025年11月4日
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