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๐Ÿค– AI Agent12 items

Latest AI agent research papers, analysis, and improvement insights

semantic_scholarresearch

Virtual Minds, Real Work: LLM-Powered Preference-Based Planning through Spatial Multi-Agent-Human Collaboration

๋‹ค์ค‘ ์—์ด์ „ํŠธ ํ˜‘์—… ๊ธฐ๋ฐ˜ ์„ ํ˜ธ๋„ ๊ณ„ํš ์‹œ์Šคํ…œ

semantic_scholarresearch

$\lambda_A$: A Typed Lambda Calculus for LLM Agent Composition

์—์ด์ „ํŠธ ๊ตฌ์„ฑ์˜ ํ˜•์‹ ์˜๋ฏธ๋ก  ๋ฐ ํƒ€์ž… ์•ˆ์ „์„ฑ

semantic_scholarresearch

From Agent Loops to Structured Graphs:A Scheduler-Theoretic Framework for LLM Agent Execution

์—์ด์ „ํŠธ ๋ฃจํ”„๋ฅผ ๊ตฌ์กฐํ™”๋œ ๊ทธ๋ž˜ํ”„๋กœ ๊ฐœ์„ ํ•˜๋Š” ํ”„๋ ˆ์ž„์›Œํฌ

semantic_scholarresearch

TREX: Automating LLM Fine-tuning via Agent-Driven Tree-based Exploration

์—์ด์ „ํŠธ ๊ธฐ๋ฐ˜ LLM ๋ฏธ์„ธ์กฐ์ • ์ž๋™ํ™” ์‹œ์Šคํ…œ

semantic_scholarresearch

Agent A/B: Automated and Scalable A/B Testing on Live Websites with Interactive LLM Agents

LLM ์—์ด์ „ํŠธ๋กœ A/B ํ…Œ์ŠคํŠธ ์ž๋™ํ™” ์‹œ์Šคํ…œ

semantic_scholarresearch

PoliSim@CHI 2026: LLM Agent Simulation for Policy

์ •์ฑ… ๋ถ„์„์šฉ LLM ์—์ด์ „ํŠธ ์‹œ๋ฎฌ๋ ˆ์ด์…˜ ์‹œ์Šคํ…œ

semantic_scholarresearch

Real-time LLM-driven telephony conversational agent for healthcare insurance workflows

์‹ค์‹œ๊ฐ„ ์Œ์„ฑ ํ—ฌ์Šค์ผ€์–ด ๋Œ€ํ™”ํ˜• ์—์ด์ „ํŠธ ๊ตฌํ˜„

semantic_scholarresearch

CIA: Inferring the Communication Topology from LLM-based Multi-Agent Systems

๋‹ค์ค‘ ์—์ด์ „ํŠธ ํ†ต์‹  ๊ตฌ์กฐ ์—ญ์ถ”๋ก  ๋ณด์•ˆ ๋ถ„์„

hackernewsresearch

Qwen3.6-35B-A3B: Agentic coding power, now open to all

์˜คํ”ˆ์†Œ์Šค ์—์ด์ „ํŠธ ์ฝ”๋”ฉ ๋ชจ๋ธ ๊ณต๊ฐœ

semantic_scholarresearch

From Speech to Profile: A Protocol-Driven LLM Agent for Psychological Profile Generation

์ŠคํŠธ๋ฆฌ๋ฐ ๊ธฐ๋ฐ˜ ์‹ฌ๋ฆฌ์ƒ๋‹ด ๊ธฐ๋ก ๋ถ„์„ ์—์ด์ „ํŠธ

semantic_scholarresearch

Building a Marketing Campaign with LLM-based Multi-Agent System and Design Thinking

๋””์ž์ธ ์”ฝํ‚น ๊ธฐ๋ฐ˜ ๋งˆ์ผ€ํŒ… ๋‹ค์ค‘ ์—์ด์ „ํŠธ ์‹œ์Šคํ…œ

blog_openairesearch

Introducing GPT-Rosalind for life sciences research

์ƒ๋ช…๊ณผํ•™ ์—ฐ๊ตฌ์šฉ ์ถ”๋ก ํ˜• ํ”„๋ก ํ‹ฐ์–ด ๋ชจ๋ธ