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πŸ€– AI Agent10 items

Latest AI agent research papers, analysis, and improvement insights

semantic_scholarresearch

Act on Your Behalf, Beyond Your Authorization: Benchmarking LLM Agent Authorization Alignment

μ‚¬μš©μž μœ„μž„ κΆŒν•œ λ²”μœ„λ₯Ό λ²—μ–΄λ‚œ μ—μ΄μ „νŠΈ 행동을 ν‰κ°€ν•˜λŠ” 벀치마크

semantic_scholarresearch

Learning Who Talks to Whom: Role-Aware Communication Topology Scheduling for Efficient LLM Multi-Agent Collaboration

μ—­ν•  기반으둜 μ—μ΄μ „νŠΈ κ°„ 톡신 ꡬ쑰λ₯Ό λ™μ μœΌλ‘œ μŠ€μΌ€μ€„λ§ν•΄ 토큰을 절감

semantic_scholarresearch

Persistent Memory and Iterative Improvement in an LLM Agent for Chinese-Character Drawing

지속 λ©”λͺ¨λ¦¬κ°€ ν•œμž 그리기 μ—μ΄μ „νŠΈμ˜ 첫 μ‹œλ„ 성곡λ₯ μ„ μ†Œν­ λ†’μž„

semantic_scholarresearch

Demo: MobileClaw: A Notification-Driven, Human-Gated Mobile LLM Agent

μ•ˆλ“œλ‘œμ΄λ“œ μ•Œλ¦Όμ— LLM을 μ—°κ²°ν•΄ μ‚¬λžŒ 승인 ν•˜μ— 후속 행동을 μΆ”μ²œ

semantic_scholarresearch

ReTRACE: Feedback-Guided LLM Agent in a Chemistry Harness for Retrosynthesis Planning

도ꡬ μ˜€μΌ€μŠ€νŠΈλ ˆμ΄μ…˜μœΌλ‘œ LLM이 μ—­ν•©μ„± 경둜λ₯Ό κ³„νšΒ·ν‰κ°€ν•˜λŠ” μ—μ΄μ „νŠΈ

semantic_scholarresearch

Autonomous adaptive spectral analysis with an LLM agent for self-driving laboratories

μŠ€νŽ™νŠΈλŸΌ 뢄석이 μ‹€νŒ¨ν•  λ•Œ LLM μ—μ΄μ „νŠΈκ°€ λŒ€μ‘μ„ νŒλ‹¨ν•˜λŠ” ꡬ쑰

semantic_scholarresearch

EcoxPU: Autonomous Multi-Agent Orchestration for Energy-Efficient Disaggregated LLM Inference on Heterogeneous xPUs

이기쒅 κ°€μ†κΈ°μ—μ„œ LLM μΆ”λ‘  μ—λ„ˆμ§€λ₯Ό μ€„μ΄λŠ” λ©€ν‹° μ—μ΄μ „νŠΈ 쑰율

semantic_scholarresearch

Reconstructing flood-induced human mobility using LLM agent with disaster context adaptation

μž¬λ‚œ λ§₯락을 λ°˜μ˜ν•œ LLM μ—μ΄μ „νŠΈλ‘œ ν™μˆ˜ μ‹œ 이동 νŒ¨ν„΄μ„ μž¬ν˜„

semantic_scholarresearch

Evolutionary games in LLM-agent societies: Early milestones and perspectives

LLM μ—μ΄μ „νŠΈ 집단을 λŒ€μƒμœΌλ‘œ ν•œ μ§„ν™” κ²Œμž„ μ—°κ΅¬μ˜ 초기 동ν–₯ 정리

semantic_scholarresearch

LLM-agent-based urban trajectory prediction for behavior-aware and sustainable mobility modeling under geographical constraints

LLM μ—μ΄μ „νŠΈλ‘œ 지리 μ œμ•½ ν•˜μ˜ λ„μ‹œ 이동 ꢀ적을 예츑