[AI Paper] Factored Value Functions for Graph-Based Multi-Agent Reinforcement Learning
Factored Value Functions for Graph-Based Multi-Agent Reinforcement Learning 메타 정보 항목 내용 저자 Ahmed Rashwan, Keith Briggs, Chris Budd, Lisa Kreusser arXiv ID 2601.11401v1 제출일 2026년 1월 16일 분야 Machine Learning (cs.LG), Multiagent Systems (cs.MA) 링크 arXiv |…
[AI Paper] EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience
EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience 📌 1단계: 기본 정보 항목 내용 제목 EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience 저자 Taofeng Xue*, Chong Peng*, Mianqiu Huang, Linsen Guo,…
[AI Paper] Emerging from Ground: Addressing Intent Deviation in Tool-Using Agents via Deriving Real Calls into Virtual Trajectories
Emerging from Ground: Addressing Intent Deviation in Tool-Using Agents via Deriving Real Calls into Virtual Trajectories 📌 1단계: 기본 정보 항목 내용 제목 Emerging from Ground: Addressing Intent Deviation in Tool-Using Agents via Deriving Real Calls into Virtual…
[AI Paper] Do We Always Need Query-Level Workflows? Rethinking Agentic Workflow Generation for Multi-Agent Systems
Do We Always Need Query-Level Workflows? Rethinking Agentic Workflow Generation for Multi-Agent Systems 메타 정보 항목 내용 저자 Zixu Wang, Bingbing Xu, Yige Yuan, Huawei Shen, Xueqi Cheng 소속 (추정) Chinese Academy of Sciences arXiv 2601.11147v1 PDF PDF 링크 발표일 2025년…
[AI Paper] 📄 Cognitive Architectures for Language Agents (CoALA)
📄 Cognitive Architectures for Language Agents (CoALA) 📋 메타 정보 항목 내용 제목 Cognitive Architectures for Language Agents 저자 Theodore R. Sumers*, Shunyu Yao*, Karthik Narasimhan, Thomas L. Griffiths (*동등 기여) 소속 Princeton University 발표처 Transactions on Machine…
[AI Paper] 📄 Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
📄 Chain-of-Thought Prompting Elicits Reasoning in Large Language Models 📋 메타 정보 항목 내용 저자 Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Brian Ichter, Fei Xia, Ed Chi, Quoc V. Le, Denny Zhou 소속 Google Brain (현 Google DeepMind) 발표처 NeurIPS 2022…
[AI Paper] 📄 CRAG: Comprehensive RAG Benchmark
📄 CRAG: Comprehensive RAG Benchmark 📋 메타 정보 항목 내용 논문 제목 CRAG — Comprehensive RAG Benchmark 발표 연도 2024 학회/저널 NeurIPS 2024 (Datasets and Benchmarks Track) 저자 Xiao Yang, Kai Sun, Hao Xin, Yushi Sun, Nikita Bhalla, Xiangsen Chen 외 21명 (총 27명) 소속 Meta…
[AI Paper] 📄 AutoAgents: A Framework for Automatic Agent Generation
📄 AutoAgents: A Framework for Automatic Agent Generation 📋 메타 정보 항목 내용 논문 제목 AutoAgents: A Framework for Automatic Agent Generation 저자 Guangyao Chen, Siwei Dong, Yu Shu, Ge Zhang, Jaward Sesay, Börje F. Karlsson, Jie Fu, Yemin Shi 소속 기관 Peking…
[AI Paper] Agentic Large Language Models: A Survey (2025)
Agentic Large Language Models: A Survey (2025) 📋 메타 정보 항목 내용 제목 Agentic Large Language Models, a Survey 저자 Aske Plaat, Max van Duijn, Niki van Stein, Mike Preuss, Peter van der Putten, Kees Joost Batenburg 소속 Leiden University (LIACS) 출판 Journal of…
[AI Paper] Agentic Confidence Calibration
Agentic Confidence Calibration 1단계: 기본 정보 항목 내용 제목 Agentic Confidence Calibration 저자 Jiaxin Zhang, Caiming Xiong, Chien-Sheng Wu 소속 Salesforce AI Research arXiv ID 2601.15778v1 발행일 2026-01-27 분야 Artificial Intelligence (cs.AI), Computation and Language…