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智能体、工具调用、规划、工作流、多智能体和自主任务执行。

2025-10-28 至 2025-10-28 共收录 6 篇信号源：cs.AI, cs.CL, cs.LG, cs.SE

1. 工具调用 6 篇

2508.07976 2025-10-28 cs.CL cs.AI 81%

Beyond Ten Turns: Unlocking Long-Horizon Agentic Search with Large-Scale Asynchronous RL

Jiaxuan Gao, Wei Fu, Minyang Xie, Shusheng Xu, Chuyi He, Zhiyu Mei, Banghua Zhu, Yi Wu

机构 * IIIS, Tsinghua University（清华大学智能技术学部）； Ant Group（蚂蚁集团）； University of Washington（华盛顿大学）

专题命中工具调用：agentic(title)；agent(abstract)；分类 cs.AI、cs.CL

2509.13579 2025-10-28 cs.RO cs.AI cs.LG 62%

TreeIRL: Safe Urban Driving with Tree Search and Inverse Reinforcement Learning

Momchil S. Tomov, Sang Uk Lee, Hansford Hendrago, Jinwook Huh, Teawon Han, Forbes Howington, Rafael da Silva, Gianmarco Bernasconi, Marc Heim, Samuel Findler, Xiaonan Ji, Alexander Boule, Michael Napoli, Kuo Chen, Jesse Miller, Boaz Floor, Yunqing Hu

机构 * Motional

专题命中工具调用：planning(abstract)；分类 cs.AI、cs.LG

2404.05894 2025-10-28 cs.LG cs.AI cs.NE 62%

Learning Heuristics for Transit Network Design and Improvement with Deep Reinforcement Learning

Andrew Holliday, Ahmed El-Geneidy, Gregory Dudek

专题命中工具调用：planning(abstract)；分类 cs.AI、cs.LG

Comments The version of this work presented here is a post-peer-review, pre-copyedit version. The final post-copyedit version that appears in Transportmetrica B is available under open access on the publisher's website: https://www.tandfonline.com/doi/full/10.1080/21680566.2025.2561863

Journal ref Transportmetrica B: Transport Dynamics, 13(1) (2025)

2510.22632 2025-10-28 cs.GR cs.LG 57%

Environment-aware Motion Matching

Jose Luis Ponton, Sheldon Andrews, Carlos Andujar, Nuria Pelechano

机构 * Universitat Politècnica de Catalunya（巴塞罗那理工大学）； École de technologie supérieure (ÉTS)（高级技术学院）

专题命中工具调用：planning(abstract)；分类 cs.LG

Comments Published in ACM TOG and presented in SIGGRAPH ASIA 2025. Project webpage: https://upc-virvig.github.io/Environment-aware-Motion-Matching/

2510.21369 2025-10-28 cs.RO 50%

Load-bearing Assessment for Safe Locomotion of Quadruped Robots on Collapsing Terrain

Vivian S. Medeiros, Giovanni B. Dessy, Thiago Boaventura, Marcelo Becker, Claudio Semini, Victor Barasuol

机构 * Dynamic Legged Systems Lab, Istituto Italiano di Tecnologia (IIT)（动态腿系统实验室，意大利技术研究院）； Department of Mechanical Engineering, São Carlos School of Engineering (EESC), University of São Paulo (USP)（机械工程系，圣卡洛斯工程学院（EESC），圣保罗大学）

专题命中工具调用：planning(abstract)

2510.21756 2025-10-28 physics.comp-ph cond-mat.mtrl-sci 50%

Utilizing SciPy and other open source packages to provide a powerful API for materials manipulation in the Schrödinger Materials Suite

Alexandr Fonari, Farshad Fallah, Michael Rauch

专题命中工具调用：workflow(abstract)

Journal ref Proceedings of the 21st Python in Science Conference (2022)