AI Agent - arXivDaily 专题

1904.01241 2020-12-21 cs.CV cs.AI 70%

Centerline Depth World Reinforcement Learning-based Left Atrial Appendage Orifice Localization

Walid Abdullah Al, Il Dong Yun, Eun Ju Chun

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

Comments 10 pages, 6 figures

2009.05643 2020-09-15 cs.AI 70%

The Design Of "Stratega": A General Strategy Games Framework

Diego Perez-Liebana, Alexander Dockhorn, Jorge Hurtado Grueso, Dominik Jeurissen

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

Comments 7 pages, 2 figures

2008.12610 2020-08-31 cs.RO cs.LG cs.MA 70%

Collaborative Multi-Robot Systems for Search and Rescue: Coordination and Perception

Jorge Peña Queralta, Jussi Taipalmaa, Bilge Can Pullinen, Victor Kathan Sarker, Tuan Nguyen Gia, Hannu Tenhunen, Moncef Gabbouj, Jenni Raitoharju, Tomi Westerlund

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.LG

1902.00618 2020-08-18 cs.LG math.OC stat.ML 70%

What is Local Optimality in Nonconvex-Nonconcave Minimax Optimization?

Chi Jin, Praneeth Netrapalli, Michael I. Jordan

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.LG

Comments This paper has been published at ICML2020. This new version made a correction to Proposition 19, and added more related works

2005.04974 2020-05-12 eess.IV cs.CV cs.LG 70%

Deep Reinforcement Learning for Organ Localization in CT

Fernando Navarro, Anjany Sekuboyina, Diana Waldmannstetter, Jan C. Peeken, Stephanie E. Combs, Bjoern H. Menze

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

Comments Accepted paper in MIDL 2020

Journal ref https://openreview.net/forum?id=0vDeD2UD0S&referrer=%5BAuthor%20Console%5D(%2Fgroup%3Fid%3DMIDL.io%2F2020%2FConference%2FAuthors%23your-submissions)

1903.04307 2020-04-15 cs.LG cond-mat.soft 70%

A cooperative game for automated learning of elasto-plasticity knowledge graphs and models with AI-guided experimentation

Kun Wang, WaiChing Sun, Qiang Du

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.LG

1911.03366 2020-03-09 cs.NI cs.LG stat.ML 70%

Deep Reinforcement Learning for Distributed Uncoordinated Cognitive Radios Resource Allocation

Ankita Tondwalkar, Dr Andres Kwasinski

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.LG

Comments This paper has been submitted in the 21st IEEE International Workshop On Signal Processing Advances In Wireless Communications (SPAWC 2020)

1903.05751 2020-03-05 stat.ML cs.LG cs.RO 70%

Trajectory Optimization for Unknown Constrained Systems using Reinforcement Learning

Kei Ota, Devesh K. Jha, Tomoaki Oiki, Mamoru Miura, Takashi Nammoto, Daniel Nikovski, Toshisada Mariyama

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

Comments 8 pages, 6 figures, Accepted to IROS 2019

1904.10090 2020-01-16 cs.LG stat.ML 70%

Non-Stationary Markov Decision Processes, a Worst-Case Approach using Model-Based Reinforcement Learning, Extended version

Erwan Lecarpentier, Emmanuel Rachelson

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

Comments Published at NeurIPS 2019, 17 pages, 3 figures

Journal ref year: 2019; page range: 7214--7223

1912.02807 2020-01-13 cs.LG stat.ML 70%

Combining Q-Learning and Search with Amortized Value Estimates

Jessica B. Hamrick, Victor Bapst, Alvaro Sanchez-Gonzalez, Tobias Pfaff, Theophane Weber, Lars Buesing, Peter W. Battaglia

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

Comments Published as a conference paper at ICLR 2020

1912.02318 2019-12-06 cs.AI cs.MA 70%

Improving Policies via Search in Cooperative Partially Observable Games

Adam Lerer, Hengyuan Hu, Jakob Foerster, Noam Brown

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Journal ref AAAI 2020

1906.08792 2019-06-24 cs.LG cs.IT math.IT stat.ML 70%

When Multiple Agents Learn to Schedule: A Distributed Radio Resource Management Framework

Navid Naderializadeh, Jaroslaw Sydir, Meryem Simsek, Hosein Nikopour, Shilpa Talwar

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.LG

Comments Submitted to IEEE Wireless Communications Magazine

1901.01855 2019-02-19 cs.AI 70%

A* Tree Search for Portfolio Management

Xiaojie Gao, Shikui Tu, Lei Xu

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

Comments The paper needs a major revision including the title

1805.08263 2018-10-01 cs.AI cs.RO 70%

Learning What Information to Give in Partially Observed Domains

Rohan Chitnis, Leslie Pack Kaelbling, Tomás Lozano-Pérez

专题命中工具调用：agent(abstract)；autonomous agent(abstract)；分类 cs.AI

Comments CoRL 2018 final version

1806.09487 2018-06-26 cs.AI 70%

Finding Optimal Solutions to Token Swapping by Conflict-based Search and Reduction to SAT

Pavel Surynek

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.AI

1803.00259 2018-03-02 cs.AI 70%

Deep Reinforcement Learning for Sponsored Search Real-time Bidding

Jun Zhao, Guang Qiu, Ziyu Guan, Wei Zhao, Xiaofei He

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.AI

1702.06915 2017-02-24 cs.AI 70%

Solving DCOPs with Distributed Large Neighborhood Search

Ferdinando Fioretto, Agostino Dovier, Enrico Pontelli, William Yeoh, Roie Zivan

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.AI

1612.04876 2016-12-16 cs.AI 70%

Collaborative creativity with Monte-Carlo Tree Search and Convolutional Neural Networks

Memo Akten, Mick Grierson

专题命中工具调用：agent(abstract)；autonomous agent(abstract)；分类 cs.AI

Comments Presented at the Constructive Machine Learning workshop at NIPS 2016 as a poster and spotlight talk. 8 pages including 2 page references, 2 page appendix, 3 figures. Blog post (including videos) at https://medium.com/@memoakten/collaborative-creativity-with-monte-carlo-tree-search-and-convolutional-neural-networks-and-other-69d7107385a0

1503.04193 2015-09-07 cs.LO cs.AI 70%

Non-normal modalities in variants of Linear Logic

Daniele Porello, Nicolas Troquard

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.AI

1505.01629 2015-05-08 cs.LO cs.AI cs.MA cs.MS 70%

LeoPARD --- A Generic Platform for the Implementation of Higher-Order Reasoners

Max Wisniewski, Alexander Steen, Christoph Benzmüller

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Comments 6 pages, to appear in the proceedings of CICM'2015 conference

1405.1734 2014-05-16 cs.MA cs.AI 70%

Logic and Constraint Logic Programming for Distributed Constraint Optimization

Tiep Le, Enrico Pontelli, Tran Cao Son, William Yeoh

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Comments To appear in Theory and Practice of Logic Programming (TPLP)

1402.0587 2014-02-05 cs.AI 70%

Asymmetric Distributed Constraint Optimization Problems

Tal Grinshpoun, Alon Grubshtein, Roie Zivan, Arnon Netzer, Amnon Meisels

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Journal ref Journal Of Artificial Intelligence Research, Volume 47, pages 613-647, 2013

1401.3857 2014-01-17 cs.AI 70%

Case-Based Subgoaling in Real-Time Heuristic Search for Video Game Pathfinding

Vadim Bulitko, Yngvi Björnsson, Ramon Lawrence

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

Journal ref Journal Of Artificial Intelligence Research, Volume 39, pages 269-300, 2010

1207.1832 2012-07-11 cs.AI cs.LO 70%

Minimal Proof Search for Modal Logic K Model Checking

Abdallah Saffidine

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Comments Extended version of the JELIA 2012 paper with the same title

1110.4076 2011-10-19 cs.AI 70%

Learning in Real-Time Search: A Unifying Framework

V. Bulitko, G. Lee

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

Journal ref Journal Of Artificial Intelligence Research, Volume 25, pages 119-157, 2006

1110.2209 2011-10-12 cs.AI 70%

Bin Completion Algorithms for Multicontainer Packing, Knapsack, and Covering Problems

A. S. Fukunaga, R. E. Korf

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Journal ref Journal Of Artificial Intelligence Research, Volume 28, pages 393-429, 2007

1004.2880 2010-04-19 cs.AI cs.MA 70%

GRASP for the Coalition Structure Formation Problem

Nicola Di Mauro, Teresa M. A. Basile, Stefano Ferilli, Floriana Esposito

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Comments 12 pages, Submitted to an International Conference

cs/0509071 2009-12-01 cs.GT cs.AI 70%

CP-nets and Nash equilibria

Krzysztof R. Apt, Francesca Rossi, K. Brent Venable

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Comments 6 pages. in: roc. of the Third International Conference on Computational Intelligence, Robotics and Autonomous Systems (CIRAS '05). To appear

2608.05519 2026-08-07 cs.AI cs.CL cs.LG 新提交 69%

EcoAgent-Bench: Evaluating Economic Decision-Making in Budget-Constrained LLM Agents

EcoAgent-Bench：评估预算约束下大语言模型智能体的经济决策能力

Jie Wu, Ming Gong, Feixiang Cheng, Qinqin Zhao

专题命中工具调用：agent(abstract,comments)；分类 cs.AI、cs.CL、cs.LG

AI总结本文提出EcoAgent-Bench基准，评估大语言模型智能体在预算约束下的经济决策能力，发现现有智能体在该任务上表现不佳，发布了相关研究资源。

Comments 8 pages, 3 figures, 4 tables. Benchmark, dataset (304 budget-conditioned agent tasks), and evaluation harness; artifacts to be released

2608.18573 2026-08-20 cs.CV 新提交 67%

PATE-Forensics: Perception-as-Tool for Explainable Deepfake Forensics with General-Purpose MLLMs

PATE-Forensics：以通用多模态大语言模型（MLLM）为工具的可解释深度伪造取证方法

Yaqi Li, Jielun Peng, Yabin Wang, Jincheng Liu, Xiaopeng Hong

机构 * Harbin Institute of Technology（哈尔滨工业大学）

专题命中工具调用：agent(abstract)；tool use(abstract)

AI总结本研究提出PATE-Forensics，采用“感知即工具”范式，基于DINOv3构建取证感知工具，结合通用MLLM实现可解释深度伪造取证，在DDL-X Track 3数据集上取得0.89的最佳官方分数，较次席高出0.19分。

Comments 9 pages, 3 figures, 2 tables; DDL-X Track 3, IJCAI 2026 AI Safety Workshop

1. 工具调用 5059 篇

Centerline Depth World Reinforcement Learning-based Left Atrial Appendage Orifice Localization

The Design Of "Stratega": A General Strategy Games Framework

Collaborative Multi-Robot Systems for Search and Rescue: Coordination and Perception

What is Local Optimality in Nonconvex-Nonconcave Minimax Optimization?

Deep Reinforcement Learning for Organ Localization in CT

A cooperative game for automated learning of elasto-plasticity knowledge graphs and models with AI-guided experimentation

Deep Reinforcement Learning for Distributed Uncoordinated Cognitive Radios Resource Allocation

Trajectory Optimization for Unknown Constrained Systems using Reinforcement Learning

Non-Stationary Markov Decision Processes, a Worst-Case Approach using Model-Based Reinforcement Learning, Extended version

Combining Q-Learning and Search with Amortized Value Estimates

Improving Policies via Search in Cooperative Partially Observable Games

When Multiple Agents Learn to Schedule: A Distributed Radio Resource Management Framework

A* Tree Search for Portfolio Management

Learning What Information to Give in Partially Observed Domains

Finding Optimal Solutions to Token Swapping by Conflict-based Search and Reduction to SAT

Deep Reinforcement Learning for Sponsored Search Real-time Bidding

Solving DCOPs with Distributed Large Neighborhood Search

Collaborative creativity with Monte-Carlo Tree Search and Convolutional Neural Networks

Non-normal modalities in variants of Linear Logic

LeoPARD --- A Generic Platform for the Implementation of Higher-Order Reasoners

Logic and Constraint Logic Programming for Distributed Constraint Optimization

Asymmetric Distributed Constraint Optimization Problems

Case-Based Subgoaling in Real-Time Heuristic Search for Video Game Pathfinding

Minimal Proof Search for Modal Logic K Model Checking

Learning in Real-Time Search: A Unifying Framework

Bin Completion Algorithms for Multicontainer Packing, Knapsack, and Covering Problems

GRASP for the Coalition Structure Formation Problem

CP-nets and Nash equilibria

EcoAgent-Bench: Evaluating Economic Decision-Making in Budget-Constrained LLM Agents

PATE-Forensics: Perception-as-Tool for Explainable Deepfake Forensics with General-Purpose MLLMs