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πŸ€– AI Agent8 items

Latest AI agent research papers, analysis, and improvement insights

semantic_scholarresearch

OnTrack: Real-Time Monitoring and Intervention in LLM Agent Trajectories via Streaming Structure-Aware Optimal Transport

슀트리밍 μ΅œμ μˆ˜μ†‘μœΌλ‘œ μ—μ΄μ „νŠΈ μ‹€ν–‰ 쀑 μ‹€μ‹œκ°„ κ°μ‹œμ™€ κ°œμž…

semantic_scholarresearch

VEPA: Verified Evolving Formal Policy for Lifelong LLM Agent Guardrails

검증 κ°€λŠ₯ν•œ ν˜•μ‹ μ •μ±…μœΌλ‘œ μ—μ΄μ „νŠΈ κ°€λ“œλ ˆμΌμ„ 지속 μ§„ν™”

semantic_scholarresearch

LiveMACE: Process-Aware Evaluation of LLM Agent Capabilities in Evolving Markets

μ‹€μ‹œκ°„ κΈˆμœ΅μ‹œμž₯을 ν™œμš©ν•œ κ³Όμ • 쀑심 μ—μ΄μ „νŠΈ 벀치마크

semantic_scholarresearch

Narrow and Deep: An Ontology Tower as the Knowledge of an LLM Agent for an Industrial Equipment System

단일 섀비에 νŠΉν™”λœ κΉŠμ€ μ˜¨ν†¨λ‘œμ§€λ‘œ μ‚°μ—… μ—μ΄μ „νŠΈ 지식 ꡬ좕

semantic_scholarresearch

Instruction-Following LLM Agent for Simulating Human Memory Retrieval Process in Household Tasks

ACT-R 기반 κΈ°μ–΅ μΈμΆœμ„ λͺ¨μ‚¬ν•˜λŠ” μ‹€ν–‰ κ°€λŠ₯ν•œ 인간 행동 λͺ¨λΈ

semantic_scholarresearch

Secrets without Signatures: An LLM Agent for Logic-Defined Exposures in Recovered JavaScript

볡ꡬ된 JSμ—μ„œ 둜직 기반 비밀정보 λ…ΈμΆœμ„ LLM으둜 탐지

semantic_scholarresearch

Swarm of Drones: Multi-Agent System for Managing Group of Interacting Drones for Industry Objects Monitoring

λ“œλ‘  μ—μ΄μ „νŠΈκ°€ ꡬ역을 λΆ„λ‹΄Β·ν˜‘μƒν•˜λ©° 자율 κ°μ‹œ μˆ˜ν–‰

blog_openairesearch

The EU’s next chapter in AI is agentic

EU κΈ°μ—…μ˜ 에이전틱 AI λ„μž… ν™•μ‚° ν˜„ν™©κ³Ό ν™œμš© κ°€μΉ˜ 뢄석