[AI Paper] 📄 Reflexion: Language Agents with Verbal Reinforcement Learning
📄 Reflexion: Language Agents with Verbal Reinforcement Learning 📋 메타 정보 항목 내용 저자 Noah Shinn, Federico Cassano, Edward Berman, Ashwin Gopinath, Karthik Narasimhan, Shunyu Yao 소속 Northeastern University (Khoury College), MIT, Princeton University 발표처…
[AI Paper] 📄 ReAct: Synergizing Reasoning and Acting in Language Models
📄 ReAct: Synergizing Reasoning and Acting in Language Models 📋 메타 정보 항목 내용 저자 Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik Narasimhan, Yuan Cao 소속 Princeton University (Department of Computer Science), Google Research (Brain Team)…
[AI Paper] 📄 RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems
📄 RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems 📋 메타 정보 항목 내용 저자 Robert Friel, Masha Belyi, Atindriyo Sanyal 소속 Galileo Technologies Inc. 발표일 2024년 7월 15일 (arXiv) 최신 버전 v2 (2025년 1월 16일) arXiv 2407.11005 데이터셋 HuggingFace…
[AI Paper] 📄 RAGAS: Automated Evaluation of Retrieval Augmented Generation
📄 RAGAS: Automated Evaluation of Retrieval Augmented Generation 📋 메타 정보 항목 내용 저자 Shahul Es, Jithin James (Exploding Gradients), Luis Espinosa-Anke, Steven Schockaert (CardiffNLP, Cardiff University) 기관 Exploding Gradients, Cardiff University, AMPLYFI 발표처…
[AI Paper] Paper2Rebuttal: A Multi-Agent Framework for Transparent Author Response Assistance
Paper2Rebuttal: A Multi-Agent Framework for Transparent Author Response Assistance 메타 정보 항목 내용 저자 Qianli Ma, Chang Guo, Zhiheng Tian, Siyu Wang, Jipeng Xiao, Yuanhao Yue, Zhipeng Zhang arXiv ID 2601.14171v1 제출일 2026년 1월 20일 분야 cs.AI (Artificial…
[AI Paper] Multi-Agent Constraint Factorization Reveals Latent Invariant Solution Structure
Multi-Agent Constraint Factorization Reveals Latent Invariant Solution Structure 📌 1단계: 기본 정보 제목 Multi-Agent Constraint Factorization Reveals Latent Invariant Solution Structure 저자 Christopher Scofield (chris@sentienta.ai) 출판정보 arXiv ID: 2601.15077v1…
[AI Paper] 📄 Beyond Pipelines: Model-Native Agentic AI Survey (2025)
📄 Beyond Pipelines: Model-Native Agentic AI Survey (2025) 📋 메타 정보 항목 내용 제목 Beyond Pipelines: A Survey of the Paradigm Shift toward Model-Native Agentic AI 저자 Jitao Sang 외 7인 (Beijing Jiaotong University) 출판일 2025년 10월 (arXiv:2510.16720) 버전 v2…
[AI Paper] 📄 MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
📄 MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework 📋 메타 정보 항목 내용 저자 Sirui Hong, Mingchen Zhuge, Jonathan Chen, Xiawu Zheng, Yuheng Cheng, Jinlin Wang, Ceyao Zhang, Zili Wang, Steven Ka Shing Yau, Zijuan Lin, Liyang Zhou, Chenyu Ran,…
[AI Paper] MAS-Orchestra: Understanding and Improving Multi-Agent Reasoning Through Holistic Orchestration and Controlled Benchmarks
MAS-Orchestra: Understanding and Improving Multi-Agent Reasoning Through Holistic Orchestration and Controlled Benchmarks 1단계: 기본 정보 항목 내용 제목 MAS-Orchestra: Understanding and Improving Multi-Agent Reasoning Through Holistic Orchestration and Controlled…
[AI Paper] Learning Latency-Aware Orchestration for Parallel Multi-Agent Systems
Learning Latency-Aware Orchestration for Parallel Multi-Agent Systems Meta Information 항목 내용 저자 Xi Shi, Mengxin Zheng, Qian Lou arXiv 2601.10560v1 PDF Download 제출일 2026-01-15 코드 GitHub – xishi404/LAMaS 한줄 요약 [!tip] TL;DR 병렬 멀티에이전트 시스템에서 Critical…