arXivDaily arXiv每日学术速递 周一至周五更新

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。

共收录 35686 信号源:cs.AI, cs.CL, cs.LG, cs.SE

1. 规划决策 35686 篇

2507.16971 2025-07-24 cs.CL cs.AI cs.IR 79%

Text-to-SPARQL Goes Beyond English: Multilingual Question Answering Over Knowledge Graphs through Human-Inspired Reasoning

Aleksandr Perevalov, Andreas Both

机构 * WSE Research Group, Leipzig University of Applied Sciences(莱比锡应用科学大学WSE研究组) DICE Research Group, University of Paderborn(波德恩堡大学DICE研究组)

专题命中 规划决策 :agent(abstract);planning(abstract);workflow(abstract);分类 cs.AI、cs.CL

Comments During the final evaluation on the DBpedia- and Corporate-based KGQA benchmarks within the Text2SPARQL challenge 2025, our approach took first place among the other participants

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2507.16434 2025-07-23 cs.AI cs.LG 79%

From model-based learning to model-free behaviour with Meta-Interpretive Learning

Stassa Patsantzis

机构 * University of Surrey, UK(英国萨里大学)

专题命中 规划决策 :agent(abstract);autonomous agent(abstract);planning(abstract);分类 cs.AI、cs.LG

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2506.06291 2025-06-10 cs.LG cs.AI cs.MA 79%

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks

Xiaoke Wang, Batuhan Altundas, Zhaoxin Li, Aaron Zhao, Matthew Gombolay

专题命中 规划决策 :agent(abstract);planning(abstract);multi-agent(abstract);分类 cs.AI、cs.LG

Comments 4 pages, 4 figures

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2502.18017 2025-06-04 cs.CV cs.AI cs.CL cs.IR 79%

ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents

Qiuchen Wang, Ruixue Ding, Zehui Chen, Weiqi Wu, Shihang Wang, Pengjun Xie, Feng Zhao

机构 * MoE Key Laboratory of Brain-inspired Intelligent Perception and Cognition, USTC(脑启发智能感知与认知联合实验室,中国科学技术大学) Tongyi Lab, Alibaba Group(通义实验室,阿里巴巴集团) Shanghai Jiao Tong University(上海交通大学)

专题命中 规划决策 :agent(abstract);workflow(abstract);multi-agent(abstract);分类 cs.AI、cs.CL

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2505.11912 2025-05-20 cs.LG cs.AI cs.MA 79%

Modèles de Substitution pour les Modèles à base d'Agents : Enjeux, Méthodes et Applications

Paul Saves, Nicolas Verstaevel, Benoît Gaudou

机构 * Univ. Toulouse Capitole, IRIT, Toulouse, France(图卢兹大学,IRIT,图卢兹,法国)

专题命中 规划决策 :agent(abstract);planning(abstract);multi-agent(abstract);分类 cs.AI、cs.LG

Comments 12 pages, in French language. Les 33èmes Journées Francophones sur les Systèmes Multi-Agents (JFSMA 2025). 2025

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2412.02205 2025-04-08 cs.DB cs.AI cs.CL 79%

DataLab: A Unified Platform for LLM-Powered Business Intelligence

Luoxuan Weng, Yinghao Tang, Yingchaojie Feng, Zhuo Chang, Ruiqin Chen, Haozhe Feng, Chen Hou, Danqing Huang, Yang Li, Huaming Rao, Haonan Wang, Canshi Wei, Xiaofeng Yang, Yuhui Zhang, Yifeng Zheng, Xiuqi Huang, Minfeng Zhu, Yuxin Ma, Bin Cui, Peng Chen, Wei Chen

专题命中 规划决策 :agent(abstract);planning(abstract);workflow(abstract);分类 cs.AI、cs.CL

Comments Accepted to ICDE 2025

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2307.02485 2025-03-14 cs.AI cs.CL cs.CV cs.RO 79%

Building Cooperative Embodied Agents Modularly with Large Language Models

Hongxin Zhang, Weihua Du, Jiaming Shan, Qinhong Zhou, Yilun Du, Joshua B. Tenenbaum, Tianmin Shu, Chuang Gan

专题命中 规划决策 :agent(abstract);planning(abstract);multi-agent(abstract);分类 cs.AI、cs.CL

Comments ICLR24. The first two authors contributed equally

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2502.15820 2025-03-05 cs.AI cs.LG stat.ML 79%

Universal AI maximizes Variational Empowerment

Yusuke Hayashi, Koichi Takahashi

专题命中 规划决策 :agent(abstract);AI agent(abstract);planning(abstract);分类 cs.AI、cs.LG

Comments 9 pages, no figures

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2412.04937 2025-02-24 cs.CL cs.AI 79%

Who Speaks Next? Multi-party AI Discussion Leveraging the Systematics of Turn-taking in Murder Mystery Games

Ryota Nonomura, Hiroki Mori

专题命中 规划决策 :agent(abstract);AI agent(abstract);multi-agent(abstract);分类 cs.AI、cs.CL

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2408.06318 2024-08-13 cs.AI cs.LG 79%

Can We Rely on LLM Agents to Draft Long-Horizon Plans? Let's Take TravelPlanner as an Example

Yanan Chen, Ali Pesaranghader, Tanmana Sadhu, Dong Hoon Yi

专题命中 规划决策 :agent(abstract);autonomous agent(abstract);planning(abstract);分类 cs.AI、cs.LG

Comments 13 pages, 2 figures, 4 tables

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2308.12086 2024-04-17 cs.CR cs.AI cs.CL 79%

Out of the Cage: How Stochastic Parrots Win in Cyber Security Environments

Maria Rigaki, Ondřej Lukáš, Carlos A. Catania, Sebastian Garcia

专题命中 规划决策 :agent(abstract);planning(abstract);multi-agent(abstract);分类 cs.AI、cs.CL

Comments Under review. 10 pages plus appendices, 7 figures, 4 tables. Edit: fix e-mails and code repository

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2310.08446 2024-03-26 cs.LG cs.AI 79%

Towards Robust Multi-Modal Reasoning via Model Selection

Xiangyan Liu, Rongxue Li, Wei Ji, Tao Lin

专题命中 规划决策 :agent(abstract);autonomous agent(abstract);planning(abstract);分类 cs.AI、cs.LG

Comments Accepted by ICLR 2024

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2401.14923 2024-01-29 cs.AI cs.LG 79%

Reinforcement Learning Interventions on Boundedly Rational Human Agents in Frictionful Tasks

Eura Nofshin, Siddharth Swaroop, Weiwei Pan, Susan Murphy, Finale Doshi-Velez

专题命中 规划决策 :agent(abstract);AI agent(abstract);planning(abstract);分类 cs.AI、cs.LG

Comments In AAMAS 2024

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2308.11339 2024-01-12 cs.AI cs.LG cs.MA 79%

ProAgent: Building Proactive Cooperative Agents with Large Language Models

Ceyao Zhang, Kaijie Yang, Siyi Hu, Zihao Wang, Guanghe Li, Yihang Sun, Cheng Zhang, Zhaowei Zhang, Anji Liu, Song-Chun Zhu, Xiaojun Chang, Junge Zhang, Feng Yin, Yitao Liang, Yaodong Yang

专题命中 规划决策 :agent(abstract);AI agent(abstract);multi-agent(abstract);分类 cs.AI、cs.LG

Comments v3 is the AAAI'24 camera ready version, which polished abstract and introduction based on the reviewers' comments, and enriched related works. 7 pages of main content, 2 pages of references, 2 figures and 1 table

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2311.05596 2023-11-10 cs.LG cs.AI cs.RO 79%

LLM Augmented Hierarchical Agents

Bharat Prakash, Tim Oates, Tinoosh Mohsenin

专题命中 规划决策 :agent(abstract);autonomous agent(abstract);planning(abstract);分类 cs.AI、cs.LG

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2209.01092 2023-04-17 cs.AI cs.LG cs.SY eess.SY stat.ML 79%

Inference and dynamic decision-making for deteriorating systems with probabilistic dependencies through Bayesian networks and deep reinforcement learning

Pablo G. Morato, Charalampos P. Andriotis, Konstantinos G. Papakonstantinou, Philippe Rigo

专题命中 规划决策 :agent(abstract);planning(abstract);multi-agent(abstract);分类 cs.AI、cs.LG

Journal ref Reliability Engineering & System Safety (2023), 235, 109144

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2211.00112 2023-03-01 cs.MA cs.AI cs.LG math.OC 79%

Indexability is Not Enough for Whittle: Improved, Near-Optimal Algorithms for Restless Bandits

Abheek Ghosh, Dheeraj Nagaraj, Manish Jain, Milind Tambe

专题命中 规划决策 :agent(abstract);planning(abstract);multi-agent(abstract);分类 cs.AI、cs.LG

Comments 21 pages; AAMAS'23 version with appendix

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2108.05030 2022-06-22 cs.RO cs.AI cs.LG cs.SY eess.SY 79%

DQ-GAT: Towards Safe and Efficient Autonomous Driving with Deep Q-Learning and Graph Attention Networks

Peide Cai, Hengli Wang, Yuxiang Sun, Ming Liu

专题命中 规划决策 :agent(abstract);planning(abstract);multi-agent(abstract);分类 cs.AI、cs.LG

Comments Accepted to IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2022

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2206.02566 2022-06-07 cs.LG cs.AI cs.MA econ.TH 79%

Towards Group Learning: Distributed Weighting of Experts

Ben Abramowitz, Nicholas Mattei

专题命中 规划决策 :agent(abstract);planning(abstract);multi-agent(abstract);分类 cs.AI、cs.LG

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2201.09653 2022-01-25 cs.LG cs.AI 79%

The Paradox of Choice: Using Attention in Hierarchical Reinforcement Learning

Andrei Nica, Khimya Khetarpal, Doina Precup

专题命中 规划决策 :agent(abstract);AI agent(abstract);planning(abstract);分类 cs.AI、cs.LG

Comments 20 pages, 15 figures

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1912.02368 2021-11-19 cs.LG cs.AI stat.ML 79%

Inter-Level Cooperation in Hierarchical Reinforcement Learning

Abdul Rahman Kreidieh, Glen Berseth, Brandon Trabucco, Samyak Parajuli, Sergey Levine, Alexandre M. Bayen

专题命中 规划决策 :agent(abstract);planning(abstract);multi-agent(abstract);分类 cs.AI、cs.LG

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2102.09812 2021-02-22 cs.LG cs.AI cs.RO 79%

Deep Latent Competition: Learning to Race Using Visual Control Policies in Latent Space

Wilko Schwarting, Tim Seyde, Igor Gilitschenski, Lucas Liebenwein, Ryan Sander, Sertac Karaman, Daniela Rus

专题命中 规划决策 :agent(abstract);planning(abstract);multi-agent(abstract);分类 cs.AI、cs.LG

Comments Wilko, Tim, and Igor contributed equally to this work; published in Conference on Robot Learning 2020

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2011.02608 2020-11-06 cs.RO cs.AI cs.CV cs.LG cs.MA 79%

Learning a Decentralized Multi-arm Motion Planner

Huy Ha, Jingxi Xu, Shuran Song

专题命中 规划决策 :agent(abstract);planning(abstract);multi-agent(abstract);分类 cs.AI、cs.LG

Comments CoRL 2020

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2006.06923 2020-06-15 cs.LG cs.AI cs.CV 79%

Potential Field Guided Actor-Critic Reinforcement Learning

Weiya Ren

专题命中 规划决策 :agent(abstract);planning(abstract);multi-agent(abstract);分类 cs.AI、cs.LG

Comments 7 pages

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1607.08289 2019-01-23 cs.AI cs.CY cs.HC cs.LG cs.RO 79%

Mammalian Value Systems

Gopal P. Sarma, Nick J. Hay

专题命中 规划决策 :agent(abstract);autonomous agent(abstract);planning(abstract);分类 cs.AI、cs.LG

Comments 12 pages

Journal ref Informatica Vol. 41 No. 3 (2017)

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2605.02900 2026-05-26 cs.CR cs.AI cs.CV cs.RO 78%

Safety in Embodied AI: A Survey of Risks, Attacks, and Defenses

具身人工智能的安全性:风险、攻击与防御综述

Xiao Li, Xiang Zheng, Yifeng Gao, Xinyu Xia, Yixu Wang, Xin Wang, Ye Sun, Yunhan Zhao, Ming Wen, Jiayu Li, Zixing Chen, Xun Gong, Yi Liu, Yige Li, Yutao Wu, Cong Wang, Jun Sun, Yixin Cao, Zhineng Chen, Jingjing Chen, Tao Gui, Qi Zhang, Zuxuan Wu, Xipeng Qiu, Xuanjing Huang, Tiehua Zhang, Zhipeng Wei, Kun Wang, Xinfeng Li, Hanxun Huang, Sarah Erfani, James Bailey, Jianping Wang, Chaowei Xiao, Ran He, Bo Li, Xingjun Ma, Yu-Gang Jiang

机构 * Fudan University(复旦大学) Shanghai Innovation Institute(上海创新研究院) City University of Hong Kong(香港城市大学) Jilin University(吉林大学) Singapore Management University(新加坡管理大学) Deakin University(德肯大学) Tongji University(同济大学) Nanyang Technological University(南洋理工大学) Chinese Academy of Sciences(中国科学院) The University of Melbourne(墨尔本大学) Johns Hopkins University(约翰霍普金斯大学)

专题命中 规划决策 :agentic(abstract,comments);agent(abstract);planning(abstract);分类 cs.AI

AI总结 本文综述了具身AI在感知、认知、规划、行动及交互全流程中的安全风险、攻击与防御方法,提出了多层次分类体系,并指出了多模态感知融合脆弱性、规划不稳定及人机交互可信度等关键挑战。

Comments Survey paper; 75 pages, 4 figures, 18 tables; v2 expands embodied-specific coverage of agentic threats, World Action Model threats, and contextual risk mitigation, with over 100 new references added. Project page: https://x-zheng16.github.io/Awesome-Embodied-AI-Safety/

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2603.01407 2026-03-03 cs.AI cs.MA cs.SI 78%

The Observer-Situation Lattice: A Unified Formal Basis for Perspective-Aware Cognition

观察者-情境格:一种面向视角感知认知的统一基础

Saad Alqithami

机构 * Computer Science Department, Al-Baha University(阿尔巴大学计算机科学系)

专题命中 规划决策 :autonomous agent(abstract,journal_ref);agent(abstract);multi-agent(abstract);分类 cs.AI

AI总结 本文提出观察者-情境格(OSL),一种统一的数学结构,用于支持面向视角的认知推理,通过两个关键算法实现信念管理和矛盾分解,提升多智能体环境中的推理效率和鲁棒性。

Comments Extended version of the AAMAS 2026 paper with the same title

Journal ref 25th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2026), Paphos, Cyprus, May 25-29, 2026, IFAAMAS, 18 pages

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2509.13312 2025-10-08 cs.CL 78%

WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research

Zijian Li, Xin Guan, Bo Zhang, Shen Huang, Houquan Zhou, Shaopeng Lai, Ming Yan, Yong Jiang, Pengjun Xie, Fei Huang, Jun Zhang, Jingren Zhou

机构 * Tongyi Lab(通义实验室) Alibaba Group(阿里巴巴集团)

专题命中 规划决策 :agent(abstract,comments);AI agent(abstract);planning(abstract);分类 cs.CL

Comments An agent system for open-ended deep research

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2009.10033 2024-06-06 cs.AI cs.GT cs.MA cs.RO 78%

Solution Concepts in Hierarchical Games under Bounded Rationality with Applications to Autonomous Driving

Atrisha Sarkar, Krzysztof Czarnecki

专题命中 规划决策 :planning(abstract,comments);agent(abstract);multi-agent(abstract);分类 cs.AI

Comments Behavioral Game Theory, Motion and Path Planning, Simulating Humans

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 35(6), 5698-5708 (2021)

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2206.10544 2022-06-22 cs.RO cs.AI cs.SY eess.SY 78%

Multi-UAV Planning for Cooperative Wildfire Coverage and Tracking with Quality-of-Service Guarantees

Esmaeil Seraj, Andrew Silva, Matthew Gombolay

专题命中 规划决策 :planning(title);分类 cs.AI;agent(comments);autonomous agent(comments)

Comments To appear in the journal of Autonomous Agents and Multi-Agent Systems (AAMAS)

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