AI 大模型

AI Agent

智能体、工具调用、规划、工作流、多智能体和自主任务执行。

2025-09-26 至 2025-09-26 共收录 8 篇信号源：cs.AI, cs.CL, cs.LG, cs.SE

1. 记忆与上下文管理 8 篇

2509.21301 2025-09-26 cs.OS 82%

Nova: Real-Time Agentic Vision-Language Model Serving with Adaptive Cross-Stage Parallelization

Yuhang Xu, Shengzhong Liu, Dong Zhang, Bingheng Yan, Fan Wu, Guihai Chen

专题命中记忆与上下文管理：agentic(title,abstract)；agent(abstract)

2509.20600 2025-09-26 cs.NI cs.AI cs.LG 81%

An LLM-based Agentic Framework for Accessible Network Control

Samuel Lin, Jiawei Zhou, Minlan Yu

机构 * Meta ； Stony Brook University（石溪大学）； Harvard University（哈佛大学）

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

Comments 11 pages, 6 figures

Journal ref AI Crossroads: Systems, Energy, and Applications Workshop of ACM SIGMETRICS 2025 Conference

2508.04495 2025-09-26 cs.LG cs.CL 62%

Causal Reflection with Language Models

Abi Aryan, Zac Liu

机构 * Abide AI

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

2509.21224 2025-09-26 cs.AI 57%

What Do LLM Agents Do When Left Alone? Evidence of Spontaneous Meta-Cognitive Patterns

Stefan Szeider

机构 * Algorithms and Complexity Group TU Wien（算法与复杂性组维也纳技术大学）

专题命中记忆与上下文管理：agent(abstract)；分类 cs.AI

2509.21129 2025-09-26 cs.LG cs.CR 57%

EvoMail: Self-Evolving Cognitive Agents for Adaptive Spam and Phishing Email Defense

Wei Huang, De-Tian Chu, Lin-Yuan Bai, Wei Kang, Hai-Tao Zhang, Bo Li, Zhi-Mo Han, Jing Ge, Hai-Feng Lin

机构 * People’s Liberation Army 77606 Unit（中国人民解放军77606单位）； Field Engineering College, Army Engineering University of PLA（陆军工程大学工程学院）； College Of Software, ZhengZhou University of Light Industry（郑州轻工业大学软件学院）

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

2509.20754 2025-09-26 cs.AI cs.RO 57%

Meta-Memory: Retrieving and Integrating Semantic-Spatial Memories for Robot Spatial Reasoning

Yufan Mao, Hanjing Ye, Wenlong Dong, Chengjie Zhang, Hong Zhang

机构 * Southern University of Science and Technology（南方科技大学）

专题命中记忆与上下文管理：agent(abstract)；分类 cs.AI

2503.09447 2025-09-26 cs.AI cs.CV cs.RO 57%

Online Language Splatting

Saimouli Katragadda, Cho-Ying Wu, Yuliang Guo, Xinyu Huang, Guoquan Huang, Liu Ren

机构 * University of Delaware（德克萨斯大学）； Bosch Research North America & Bosch Center for Artificial Intelligence (BCAI)（博世北美研究部及博世人工智能中心（BCAI））

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

2412.18907 2025-09-26 cs.AI cs.CV cs.RO 57%

EC-Diffuser: Multi-Object Manipulation via Entity-Centric Behavior Generation

Carl Qi, Dan Haramati, Tal Daniel, Aviv Tamar, Amy Zhang

机构 * UT Austin（得克萨斯大学）； Technion, Israel Institute of Technology（技术学院，以色列技术学院）； Brown University（布朗大学）； Meta AI

专题命中记忆与上下文管理：agent(abstract)；分类 cs.AI