AI Agent

Understanding Code Agent Behaviour: An Empirical Study of Success and Failure Trajectories

Oorja Majgaonkar, Zhiwei Fei, Xiang Li, Federica Sarro, He Ye

机构 * University College London（伦敦大学学院） ； Nanjing University（南京大学） 纠错

专题命中 软件智能体 ：agent(title,abstract)；分类 cs.AI、cs.SE

A Comprehensive Empirical Evaluation of Agent Frameworks on Code-centric Software Engineering Tasks

Zhuowen Yin, Cuifeng Gao, Chunsong Fan, Wenzhang Yang, Yinxing Xue, Lijun Zhang

专题命中 软件智能体 ：agent(title,abstract)；分类 cs.SE

Issue-Oriented Agent-Based Framework for Automated Review Comment Generation

Shuochuan Li, Dong Wang, Patanamon Thongtanunam, Zan Wang, Jiuqiao Yu, Junjie Chen

专题命中 软件智能体 ：agent(title,abstract)；分类 cs.SE

SmartDoc: A Context-Aware Agentic Method Comment Generation Plugin

Vahid Etemadi, Gregorio Robles

专题命中 软件智能体 ：agentic(title)；agent(abstract)；分类 cs.SE

Comments 6 pages, Already submitted to The 3rd International Workshop on Integrated Development Environments (the IDE Workshop)

Efficient Tool-Calling Multi-Expert NPC Agent for Commonsense Persona-Grounded Dialogue

Mahammad Nuriyev

机构 * Université Paris-Saclay（巴黎-萨克雷大学） 纠错

专题命中 软件智能体 ：agent(title)；分类 cs.CL

Comments 10 pages, 1 figure, 2 tables. Technical report for the Commonsense Persona-Grounded Dialogue Challenge (CPDC) 2025, part of the Wordplay 2025 Workshop @ EMNLP 2025

\texttt{ReMind}: Understanding Deductive Code Reasoning in LLMs

Jun Gao, Yun Peng, Xiaoxue Ren

机构 * Zhejiang University（浙江大学） ； The Chinese University of Hong Kong（香港中文大学） 纠错

专题命中 软件智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.CL

A Dual Large Language Models Architecture with Herald Guided Prompts for Parallel Fine Grained Traffic Signal Control

Qing Guo, Xinhang Li, Junyu Chen, Zheng Guo, Xiaocong Li, Lin Zhang, Lei Li

机构 * School of Artificial Intelligence, Beijing University of Posts（人工智能学院，北京邮电大学） ； Beijing Big Data Center（北京大数据中心） ； Eastern Institute of Technology（东部技术研究所） 纠错

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI、cs.LG

Endowing GPT-4 with a Humanoid Body: Building the Bridge Between Off-the-Shelf VLMs and the Physical World

Yingzhao Jian, Zhongan Wang, Yi Yang, Hehe Fan

机构 * College of Computer Science and Technology（计算机科学与技术学院） ； Zhejiang University（浙江大学） 纠错

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI