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πŸ€– AI Agent6 items

Latest AI agent research papers, analysis, and improvement insights

semantic_scholarresearch

From the Sophimatics Framework to a Complex-Time Multi-Agent System for Neural–Symbolic Cognitive Analysis

1300+ LLM μ—μ΄μ „νŠΈ 기반 κ΅¬ν˜„λœ λ©€ν‹°μ—μ΄μ „νŠΈ μ‹œμŠ€ν…œμœΌλ‘œ 6단계 μ†Œν”Όλ§€ν‹± ν”„λ ˆμž„μ›Œν¬ μ‹€ν–‰

semantic_scholarresearch

FINSKILLOPS: A Self-Evolving Multi-Agent System for SEC Filing QA

μ‹€νŒ¨ 기반 μžλ™ κ°œμ„  λ©”μ»€λ‹ˆμ¦˜μœΌλ‘œ 금육 QA μ—μ΄μ „νŠΈμ˜ μ‹ λ’°μ„± 동적 ν–₯상

semantic_scholarresearch

EMR: Self-Evolving Medical Multi-Agent System via Experience Mining and Reuse

μž„μƒ κ²½ν—˜ μœ„κ³„μ  라이브러리둜 μžκ°€ μ§„ν™”ν•˜λŠ” 의료 LLM λ©€ν‹°μ—μ΄μ „νŠΈ μ‹œμŠ€ν…œ

semantic_scholarresearch

Misleading the Planner through Deceptive Resumes: Registration-Time Injection in Centralized Multi-Agent Systems

쀑앙화 LLM MAS의 μ—μ΄μ „νŠΈ 등둝 λ©”μ»€λ‹ˆμ¦˜μ„ μ•…μš©ν•œ λ³΄μ•ˆ 취약점 뢄석

semantic_scholarresearch

Green Industrial Policy and Sustainable Development in Emerging Markets: A Multi-Agent Decision-Support System with International-Law Source Ranking for Evidence-Grounded Cross-Border Green Product Requirements

κ΅­μ œλ²• 증거 λž­ν‚Ή 기반 초ꡭ경 λ…Ήμƒ‰μ œν’ˆ 규제 μ€€μˆ˜ λ©€ν‹°μ—μ΄μ „νŠΈ μ˜μ‚¬κ²°μ • μ‹œμŠ€ν…œ

semantic_scholarresearch

Reachable Set Control of Nonlinear Singular Multi-Agent Systems Realized by State Decomposition Method

λΌν”ŒλΌμ‹œμ•ˆ ν–‰λ ¬ νŠΉμ„± ν™œμš© λΉ„μ„ ν˜• 특이 MAS의 ν•©μ˜ 문제 μˆ˜ν•™μ  μ œμ–΄