AI Agent

ReqInOne: A Large Language Model-Based Agent for Software Requirements Specification Generation

Taohong Zhu, Lucas C. Cordeiro, Youcheng Sun

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.SE

Interpretable Interaction Modeling for Trajectory Prediction via Agent Selection and Physical Coefficient

Shiji Huang, Lei Ye, Min Chen, Wenhai Luo, Dihong Wang, Chenqi Xu, Deyuan Liang

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

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.AI

Comments Accepted by International Conference on Intelligent Robots and Systems (IROS 2025)

Requirements for Recognition and Rapid Response to Unfamiliar Events Outside of Agent Design Scope

Robert E. Wray, Steven J. Jones, John E. Laird

机构 * Center for Integrated Cognition, IQMRI（整合认知中心，IQMRI） 纠错

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.AI

Comments 10 pages + references, 3 figures. Accepted for AGI25 conference (oral presentation)

Learning surrogate equations for the analysis of an agent-based cancer model

Kevin Burrage, Pamela M. Burrage, Justin N. Kreikemeyer, Adelinde M. Uhrmacher, Hasitha N. Weerasinghe

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.LG

Comments 13 pages, 7 figures; This version is identical to the one published at Frontiers

Journal ref Front. Appl. Math. Stat. Volume 11 (2025)

Unveiling Privacy Risks in LLM Agent Memory

Bo Wang, Weiyi He, Shenglai Zeng, Zhen Xiang, Yue Xing, Jiliang Tang, Pengfei He

机构 * Michigan State University（密歇根州立大学） ； University of Georgia（佐治亚大学） 纠错

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.AI

Comments ACL 2025 (Main Conference)

ViQAgent: Zero-Shot Video Question Answering via Agent with Open-Vocabulary Grounding Validation

Tony Montes, Fernando Lozano

机构 * The Department of Electrical and Electronics Engineering（电气与电子工程系） ； Universidad de los Andes（亚利桑德大学） 纠错

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.CL

BrAIcht, a theatrical agent that speaks like Bertolt Brecht's characters

Baz Roland, Kristina Malyseva, Anna Pappa, Tristan Cazenave

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.CL

Journal ref Generative Art Conference - GA2024, Generative Art and Design Lab, Argenia Association, Roma, Italy, Dec 2024, Venice, Italy. pp.290-296

UAVs Meet LLMs: Overviews and Perspectives Toward Agentic Low-Altitude Mobility

Yonglin Tian, Fei Lin, Yiduo Li, Tengchao Zhang, Qiyao Zhang, Xuan Fu, Jun Huang, Xingyuan Dai, Yutong Wang, Chunwei Tian, Bai Li, Yisheng Lv, Levente Kovács, Fei-Yue Wang

专题命中 记忆与上下文管理 ：agentic(title,abstract)；分类 cs.AI

Journal ref Information Fusion, Volume 122, 2025, 103158

Agent That Debugs: Dynamic State-Guided Vulnerability Repair

Zhengyao Liu, Yunlong Ma, Jingxuan Xu, Junchen Ai, Xiang Gao, Hailong Sun, Abhik Roychoudhury

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.SE

Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework

Tianming Liu, Jirong Yang, Yafeng Yin

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.AI

Comments 39 pages; updated framework, literature review, and results

Strategize Globally, Adapt Locally: A Multi-Turn Red Teaming Agent with Dual-Level Learning

Si Chen, Xiao Yu, Ninareh Mehrabi, Rahul Gupta, Zhou Yu, Ruoxi Jia

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.AI

Exploring GPT-4 for Robotic Agent Strategy with Real-Time State Feedback and a Reactive Behaviour Framework

Thomas O'Brien, Ysobel Sims

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.LG

Journal ref Australasian Conference on Robotics and Automation (2023)

ARACNE: An LLM-Based Autonomous Shell Pentesting Agent

Tomas Nieponice, Veronica Valeros, Sebastian Garcia

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.AI

Comments 7 pages, 2 figures, 3 tables

Enabling Novel Mission Operations and Interactions with ROSA: The Robot Operating System Agent

Rob Royce, Marcel Kaufmann, Jonathan Becktor, Sangwoo Moon, Kalind Carpenter, Kai Pak, Amanda Towler, Rohan Thakker, Shehryar Khattak

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.AI

Comments Preprint. Accepted at IEEE Aerospace Conference 2025, 16 pages, 12 figures

OpenSTARLab: Open Approach for Spatio-Temporal Agent Data Analysis in Soccer

Calvin Yeung, Kenjiro Ide, Taiga Someya, Keisuke Fujii

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.LG

Comments OpenSTARLab is available at https://github.com/open-starlab, and its documentation can be found at https://openstarlab.readthedocs.io/en/latest/

CAMI: A Counselor Agent Supporting Motivational Interviewing through State Inference and Topic Exploration

Yizhe Yang, Palakorn Achananuparp, Heyan Huang, Jing Jiang, Kit Phey Leng, Nicholas Gabriel Lim, Cameron Tan Shi Ern, Ee-peng Lim

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.CL

RTBAgent: A LLM-based Agent System for Real-Time Bidding

Leng Cai, Junxuan He, Yikai Li, Junjie Liang, Yuanping Lin, Ziming Quan, Yawen Zeng, Jin Xu

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.AI

Comments Accepted by WWW 2025

Argos: Agentic Time-Series Anomaly Detection with Autonomous Rule Generation via Large Language Models

Yile Gu, Yifan Xiong, Jonathan Mace, Yuting Jiang, Yigong Hu, Baris Kasikci, Peng Cheng

专题命中 记忆与上下文管理 ：agentic(title,abstract)；分类 cs.LG

Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots

Hongming Zhang, Xiaoman Pan, Hongwei Wang, Kaixin Ma, Wenhao Yu, Dong Yu

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.AI

Planning from Imagination: Episodic Simulation and Episodic Memory for Vision-and-Language Navigation

Yiyuan Pan, Yunzhe Xu, Zhe Liu, Hesheng Wang

专题命中 记忆与上下文管理 ：planning(title)；agent(abstract)；分类 cs.LG

Periodic agent-state based Q-learning for POMDPs

Amit Sinha, Matthieu Geist, Aditya Mahajan

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.LG

Comments Accepted in the 38th Conference on Neural Information Processing Systems (NeurIPS 2024)

Agent-state based policies in POMDPs: Beyond belief-state MDPs

Amit Sinha, Aditya Mahajan

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.LG

Agent Aggregator with Mask Denoise Mechanism for Histopathology Whole Slide Image Analysis

Xitong Ling, Minxi Ouyang, Yizhi Wang, Xinrui Chen, Renao Yan, Hongbo Chu, Junru Cheng, Tian Guan, Sufang Tian, Xiaoping Liu, Yonghong He

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.AI

Stochastic Principal-Agent Problems: Efficient Computation and Learning

Jiarui Gan, Rupak Majumdar, Debmalya Mandal, Goran Radanovic

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.LG

AgentRE: An Agent-Based Framework for Navigating Complex Information Landscapes in Relation Extraction

Yuchen Shi, Guochao Jiang, Tian Qiu, Deqing Yang

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.CL

Comments Accepted by CIKM 2024

Many learning agents interacting with an agent-based market model

Matthew Dicks, Andrew Paskaramoorthy, Tim Gebbie

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.LG

Comments 16 pages, 8 figures, 5 tables, enhanced discussion and figures

A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist

Wentao Zhang, Lingxuan Zhao, Haochong Xia, Shuo Sun, Jiaze Sun, Molei Qin, Xinyi Li, Yuqing Zhao, Yilei Zhao, Xinyu Cai, Longtao Zheng, Xinrun Wang, Bo An

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.AI

Global Solutions to Master Equations for Continuous Time Heterogeneous Agent Macroeconomic Models

Zhouzhou Gu, Mathieu Laurière, Sebastian Merkel, Jonathan Payne

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.LG

UniGen: Unified Modeling of Initial Agent States and Trajectories for Generating Autonomous Driving Scenarios

Reza Mahjourian, Rongbing Mu, Valerii Likhosherstov, Paul Mougin, Xiukun Huang, Joao Messias, Shimon Whiteson

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.LG

Comments Accepted at ICRA 2024

An AI-enabled Agent-Based Model and Its Application in Measles Outbreak Simulation for New Zealand

Sijin Zhang, Alvaro Orsi, Lei Chen

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.LG

Comments 11 pages, 9 figures