TechPulseTelegram
โ† PrevSat, Jun 13Next โ†’

๐Ÿค– AI Agent10 items

Latest AI agent research papers, analysis, and improvement insights

semantic_scholarresearch

Secure autonomous cyber defense with LLM agents: A systematic review of autonomy, tool-augmented reasoning, and governance constraints

์ž์œจ LLM ์—์ด์ „ํŠธ์˜ ์‚ฌ์ด๋ฒ„ ๋ฐฉ์–ด ๊ธฐ๋Šฅ, ๋„๊ตฌ ํ™œ์šฉ ์ถ”๋ก , ๊ฑฐ๋ฒ„๋„Œ์Šค ์ œ์•ฝ์„ ์ฒด๊ณ„์ ์œผ๋กœ ๊ฒ€ํ† 

semantic_scholarresearch

HyperTool: Beyond Step-Wise Tool Calls for Tool-Augmented Agents

MCP ์Šคํƒ€์ผ ์ธํ„ฐํŽ˜์ด์Šค๋กœ ๋„๊ตฌ ํ˜ธ์ถœ ํšจ์œจ์„ฑ์„ ๊ฐœ์„ ํ•˜๊ณ  ์ปจํ…์ŠคํŠธ ์†Œ๋น„ ์ตœ์†Œํ™”

semantic_scholarresearch

Capability-Aligned Hierarchical Learning for Tool-Augmented LLMs

์ƒ์œ„/ํ•˜์œ„ ์ •์ฑ… ์ •๋ ฌ์„ ํ†ตํ•ด ๋„๊ตฌ ์‚ฌ์šฉ ์„ฑ๋Šฅ์„ ํ–ฅ์ƒ์‹œํ‚ค๋Š” ๊ณ„์ธต์  ํ•™์Šต ๋ฐฉ๋ฒ•

semantic_scholarresearch

Pushing the Limits of LLM Tool Calling via Experiential Knowledge Integration and Activation

๋„๊ตฌ ๊ด€๋ จ ์ง€์‹ ํš๋“, ํ™œ์„ฑํ™”, ๋‚ด์žฌํ™” ๋‹จ๊ณ„๋กœ ๋‹ค๋‹จ๊ณ„ ๋„๊ตฌ ์‹คํ–‰ ์„ฑ๋Šฅ ๊ฐœ์„ 

semantic_scholarresearch

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes

300๊ฐœ ์ด์ƒ ๋…ผ๋ฌธ ๋ถ„์„์„ ํ†ตํ•œ LLM ์ถ”๋ก  ํŒจ๋Ÿฌ๋‹ค์ž„ ์ฒด๊ณ„ํ™” ๋ฐ ์‹คํŒจ ๋ชจ๋“œ ๋ถ„๋ฅ˜

semantic_scholarresearch

Perceive, Interact, Reason: Building Tool-Augmented Visual Agents for Spatial Reasoning

๋„๊ตฌ ๊ธฐ๋ฐ˜ ์‹œ๊ฐ ์—์ด์ „ํŠธ๋กœ ํ™œ์„ฑ ์ฆ๊ฑฐ ์ˆ˜์ง‘์„ ํ†ตํ•œ ๊ณต๊ฐ„ ์ถ”๋ก  ์ž‘์—… ์ˆ˜ํ–‰

semantic_scholarresearch

Customer-Agent: Overcoming Context Limitations in Ultra-Long Shopping Trajectories via Tool-Augmented Agents and RLVR

๋„๊ตฌ ๊ธฐ๋ฐ˜ ์—์ด์ „ํŠธ๋กœ ์ˆ˜๋…„๊ฐ„์˜ ๊ทน์žฅ์‹œ๊ฐ„ ๊ณ ๊ฐ ์‡ผํ•‘ ๊ธฐ๋ก ๋ถ„์„ ์ฒ˜๋ฆฌ

semantic_scholarresearch

LlymX: Multimodal LLM-Augmented XR for Context-Aware Information Access.

RAG์™€ ๋ฒกํ„ฐ DB๋ฅผ ํ™œ์šฉํ•œ XR-LLM ํ†ตํ•ฉ์œผ๋กœ ๊ณต๊ฐ„ ๋งฅ๋ฝ ์ธ์‹ ์ •๋ณด ์ œ๊ณต

semantic_scholarresearch

Mod-Guide: An LLM-based Content Moderation Feedback System to Address Insensitive Speech toward Indigenous Ethnic and Religious Minority Communities

LLM์œผ๋กœ ๋ฌธํ™”์  ๋ฏผ๊ฐ์„ฑ์„ ๊ณ ๋ คํ•œ ๋ถ€์ฃผ์˜ํ•œ ๋ฐœ์–ธ ๊ฐ์ง€ ๋ฐ ํ”ผ๋“œ๋ฐฑ ์ œ๊ณต

semantic_scholarresearch

TRADE: Transducer-Augmented Decoder for Speech LLM

ํŠธ๋žœ์Šค๋“€์„œ๋กœ ์Œ์„ฑ LLM์˜ ํ”„๋ ˆ์ž„ ์ •๋ ฌ ๊ฐ•ํ™” ๋ฐ ์‹ค์‹œ๊ฐ„ ์ŠคํŠธ๋ฆฌ๋ฐ ์ถ”๋ก  ๊ตฌํ˜„