Cortiq

· 164편

Agentic AI

해당 날짜의 arXiv 발표에서 선별한 랭킹 브리프입니다. Cortiq은 주제 적합도, 주저자 맥락, 공개 연구 신호를 함께 봅니다.

1. Can LLM Agents Sustain Long-Horizon Organizational Dynamics?

Xuancheng Zhu, Yang Yue, Shuaibing Wan, Zihan Dou, Xiaohan Zhang, Yongrui Liu, Guoshun Nan

주저자 소속 - Stanford University

2. Adaptive Auto-Harness: Sustained Self-Improvement for Agentic System Deployment on Open-Ended Task Streams

Zewen Liu, Zhan Shi, Yisi Sang, Bing He, Minhua Lin, Tianxin Wei, Dakuo Wang, Benoit Dumoulin, Wei Jin, Hanqing Lu

주저자 소속 - Emory University

3. Self-Healing Agentic Orchestrators for Reliable Tool-Augmented Large Language Model Systems

Rahul Suresh Babu, Adarsh Agrawal

주저자 소속 - Independent Researcher

4. Characterization of Multi-Model Agentic AI Systems on General Tasks via Trace-Driven Simulation

Donghwan Kim, Prakhar Singh, Younghoon Min, Jongryool Kim, Jongse Park, Kiwan Maeng

주저자 소속 - The Pennsylvania State University

5. Momento: Evaluating Persistent Memory and Reasoning with Multi-Session Agentic Conversations

Adril Putra Merin, David Anugraha, Ayu Purwarianti, Genta Indra Winata

주저자 소속 - Institut Teknologi Bandung

6. A Sheaf Framework for Strategic Multi-Agent Systems: From Consensus to Nash Equilibria

Manuel Hernández, Eduardo Sánchez-Soto

7. Acting with AI: An Interaction-Based Framework for Agentic Tort Liability

Yiheng Yao

주저자 소속 - Stanford University

8. CoMIC: Collaborative Memory and Insights Circulation for Long-Horizon LLM Agents in Cloud-Edge Systems

Yannan Wang, Longli Yang, Zhen Liu, Abhishek Kumar, Carsten Maple

주저자 소속 - University of Warwick

9. FALAT: Tracing Failures in LLM Agent Trajectories via Dependency-Guided Search

Md Nakhla Rafi, Md Ahasanuzzaman, Dong Jae Kim, Zhijie Wang, Tse-Hsun Chen

주저자 소속 - Concordia University

10. CAREAgent: Clinical Agent with Structured Reasoning and Tool-Integrated for Order Generation

Ruihui Hou, Ziyue Huai, Chennuo Zhang, Ziyan Liu, Siran Zhao, Yao Yu, Jie Zhai, Tong Ruan

주저자 소속 - 1: Tsinghua University, China
나머지 154편 보기

21. Model-Native Computing Architecture: Envisioning Future System Architecture Through the Lens of Computer Architecture

Hai Lin

주저자 소속 - Shenzhen International Graduate School, Tsinghua University

27. MCP-Persona: Benchmarking LLM Agents on Real-World Personal Applications via Environment Simulation

Wenhao Wang, Peizhi Niu, Gongyi Zou, Xiyuan Yang, Jingxing Wang, ..., Jingyi Chai, Xianghe Pang, Shuo Tang, Yanfeng Wang, Siheng Chen

주저자 소속 - Multi-Agent Governance & Intelligence Crew (MAGIC), Shanghai Jiao Tong University, Shanghai, China

48. Hierarchical Semantic-Augmented Navigation: Optimal Transport and Graph-Driven Reasoning for Vision-Language Navigation

Xiang Fang, Wanlong Fang, Changshuo Wang

주저자 소속 - School of Software Engineering, Huazhong University of Science and Technology

49. Agents on a Tree: Pathwise Coordination for Multi-Objective Molecular Optimization

Jia Zhang, Tengfei Ma, Tianle Li, Daojian Zeng, Xieping Gao, Xiangxiang Zeng

주저자 소속 - College of Computer Science and Electronic Engineering, Hunan University

52. Recognize Your Orchestrator: An Entropy Dynamics Perspective for LLM Multi-Agent Systems

Junze Zhu, Weihao Chen, Xuanwang Zhang, Zhen Wu, Xinyu Dai

주저자 소속 - National Key Laboratory for Novel Software Technology, Nanjing University, China

56. Beyond One-shot: AI Agents for Learning in Field Experiments

Junjie Luo, Ritu Agarwal, Gordon Gao

주저자 소속 - Johns Hopkins School of Medicine, Baltimore, MD, USA

62. HarnessForge: Joint Harness and Policy Evolution for Adaptive Agent Systems

Mingju Chen, Can Lv, Guibin Zhang, Heng Chang, Shiji Zhou

주저자 소속 - Beijing Advanced Innovation Center for Future Blockchain and Privacy Computing, School of Artificial Intelligence, Beihang University

70. Distilling Neuro-Symbolic Programs into 3D Multi-modal LLMs

Wentao Mo, Yang Liu

주저자 소속 - Wangxuan Institute of Computer Technology, Peking University

72. TechGraphRAG: An Agentic Graph-Augmented RAG Framework for Technical Literature Reasoning

Kanwar Bharat Singh

주저자 소속 - Global Tire Intelligence and Solutions (GTIS), The Goodyear Tire & Rubber Company

73. ODTQA-FoRe: An Open-Domain Tabular Question Answering Dataset for Future Data Forecasting and Reasoning

Zhensheng Wang, Xiaole Liu, Wenmian Yang, Kun Zhou, Yiquan Zhang, Weijia Jia

주저자 소속 - School of Artificial Intelligence, Beijing Normal University, Beijing, PR China

74. PEACE: A Planner-Executor Agent with Constraint Enforcement for UAVs

Erdem Uysal, Timo Kehrer, Sebastiano Panichella

주저자 소속 - Institute of Computer Science, University of Bern, 3012 Bern, Switzerland

76. Network Distributed Multi-Agent Reinforcement Learning for Consensus Control of Quadcopters

Youssef Mahran, Zeyad Gamal, Aamir Ahmad, Ayman El-Badawy

주저자 소속 - Mechatronics Engineering Department, German University in Cairo (GUC), Egypt

104. ATLAS: Agentic Test-time Learning-to-Allocate Scaling

Peijia Qin, Qi Cao, Pengtao Xie

주저자 소속 - University of California, San Diego

117. Worlds Within Words: Translating Culture in Ancient Chinese Texts with Multi-Agent Coordination

Xiaoqi He, Kaixin Lan, Mu You, Tao Fang, Lidia S. Chao, Derek F. Wong

주저자 소속 - NLP²CT Lab, Department of Computer and Information Science, University of Macau

130. 4D Radar Meets LiDAR and Camera: Cooperative Perception under Adverse Weather

Melih Yazgan, Iramm Hamdard, Qiyuan Wu, J.Marius Zoellner

주저자 소속 - FZI Research Center for Information Technology, Karlsruhe Institute of Technology

135. Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models

Wei Deng, Xianlin Zhang, Mengshi Qi

주저자 소속 - State Key Laboratory of Networking and Switching Technology

144. OctoT2I: A Self-Evolving Agentic Text-to-Image Router

Xu Jiang, Bin Chen, Gehui Li, Yule Duan, Ronggang Wang, Jian Zhang

주저자 소속 - School of Electronic and Computer Engineering, Peking University

147. Everywhere Learning: Artificial Intelligence with Pointwise Constraints

Ignacio Boero, Ignacio Hounie, Luiz Chamon, Alejandro Ribeiro

주저자 소속 - Ignacio Boero's primary institutional affiliation is not provided in the given source text.

153. RocketSmith: An Agentic System for High-Powered Rocket Design and Manufacturing

Peter Pak, Jesse Barkley, Rumi Loghmani, Derek Baich, Ananya Pamal, Amir Barati Farimani

주저자 소속 - Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA

156. CSRP: Chain-of-Thought Reasoning for Chinese Text Correction via Reinforcement Learning with Efficiency-Aware Rewards

Wei Tian, Yuhao Zhou, Man Lan

주저자 소속 - School of Computer Science and Technology, East China Normal University