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πŸ€– AI Agent9 items

Latest AI agent research papers, analysis, and improvement insights

semantic_scholarresearch

EPC: A Standardized Protocol for Measuring Evaluator Preference Dynamics in LLM Agent Systems

μ—μ΄μ „νŠΈμ˜ ν”Όλ“œλ°± λ£¨ν”„μ—μ„œ ν‰κ°€μž 편ν–₯이 μ „νŒŒλ˜λŠ” ν˜„μƒμ„ μΈ‘μ •ν•˜λŠ” ν‘œμ€€ν™”λœ ν”„λ‘œν† μ½œ

semantic_scholarresearch

Self-Evolving World Models for LLM Agent Planning

배포 μ‹œμ μ— μžλ™ μ§„ν™”ν•˜λ©° μ—μ΄μ „νŠΈμ˜ μž₯κΈ° κ³„νš 정확성을 ν–₯μƒν•˜λŠ” 세계λͺ¨λΈ ν”„λ ˆμž„μ›Œν¬

semantic_scholarresearch

Calibrating the Evaluator: Does Probability Calibration Mitigate Preference Coupling in LLM Agent Feedback Loops?

ν™•λ₯  보정 κΈ°λ²•μœΌλ‘œ μ—μ΄μ „νŠΈ ν•™μŠ΅ μ‹œ ν‰κ°€μžμ˜ 체계적 편ν–₯을 쀄일 수 μžˆλŠ”μ§€ 싀증

semantic_scholarresearch

Capability Gates Are Not Authorization: Confused-Deputy Failures in LLM Agent Frameworks

μ£Όμš” μ—μ΄μ „νŠΈ ν”„λ ˆμž„μ›Œν¬μ—μ„œ 도ꡬ 호좜 μ‹œ 재인증 λΆ€μž¬λ‘œ μΈν•œ λ³΄μ•ˆ μœ„ν—˜ 뢄석

semantic_scholarresearch

A Systematic Approach to Multi-Agent AI from Advanced Regulatory Control Theory: Safe and Auditable LLM Operator Agents for Process Control

μ œμ–΄ 이둠 원리λ₯Ό λ©€ν‹°μ—μ΄μ „νŠΈ LLM 섀계에 μ μš©ν•˜μ—¬ μ•ˆμ „μ„±κ³Ό 감사성 확보

semantic_scholarresearch

SmoothAgent: Efficient Long-Horizon LLM-Based Agent Serving with Lookahead Context Engineering

KV μΊμ‹œ νš¨μœ¨μ„±μ„ λ†’μ΄λŠ” μ»¨ν…μŠ€νŠΈ κ΄€λ¦¬λ‘œ λ©€ν‹°ν„΄ μ—μ΄μ „νŠΈ μ›Œν¬ν”Œλ‘œμš° μ„±λŠ₯ μ΅œμ ν™”

semantic_scholarresearch

When Latent Agents Lie: KV-Cache Integrity in Multi-Agent LLM Collaboration

λ©€ν‹°μ—μ΄μ „νŠΈ ν˜‘μ—…μ—μ„œ KV μΊμ‹œ λ³€μ‘°λ₯Ό ν†΅ν•œ μˆ¨κ²¨μ§„ μƒνƒœ 곡격 문제 뢄석

semantic_scholarresearch

TO-Master: an LLM-agent framework for automated topology optimization

μœ ν•œμš”μ†Œ 기반 μœ„μƒ μ΅œμ ν™”μ˜ 전체 μ›Œν¬ν”Œλ‘œμš°λ₯Ό LLM μ—μ΄μ „νŠΈλ‘œ μžλ™ν™”ν•˜λŠ” ν”„λ ˆμž„μ›Œν¬

semantic_scholarresearch

An LLM-agent-based framework for calculating nodal carbon intensity in regional power systems.

LLM μ—μ΄μ „νŠΈλ₯Ό 톡해 μ „λ ₯망의 데이터 톡합 및 νƒ„μ†Œκ°•λ„ 뢄석을 μžλ™ν™”ν•˜λŠ” μ‹œμŠ€ν…œ