AI Agent - arXivDaily 专题

2502.00352 2025-08-12 cs.AI cs.MA cs.RO 70%

A Differentiated Reward Method for Reinforcement Learning based Multi-Vehicle Cooperative Decision-Making Algorithms

Ye Han, Lijun Zhang, Dejian Meng, Zhuang Zhang

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

Comments 10 pages, 3 figures

2508.06591 2025-08-12 cs.LG cond-mat.dis-nn cond-mat.mtrl-sci cond-mat.other cs.AI cs.CL 67%

Generative Artificial Intelligence Extracts Structure-Function Relationships from Plants for New Materials

Rachel K. Luu, Jingyu Deng, Mohammed Shahrudin Ibrahim, Nam-Joon Cho, Ming Dao, Subra Suresh, Markus J. Buehler

机构 * Department of Materials Science and Engineering（材料科学与工程系）； Laboratory for Atomistic and Molecular Mechanics (LAMM)（原子分子力学实验室）； Massachusetts Institute of Technology（麻省理工学院）； School of Materials Science and Engineering（材料科学与工程学院）； Centre for Cross Economy Global（跨经济全球中心）； Nanyang Technological University（南洋理工大学）

专题命中规划决策：agentic(abstract)；分类 cs.AI、cs.CL、cs.LG

2506.08049 2025-08-12 stat.ML cs.AI cs.LG 62%

Physics-Informed Teleconnection-Aware Transformer for Global Subseasonal-to-Seasonal Forecasting

Tengfei Lyu, Weijia Zhang, Hao Liu

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州））； The Hong Kong University of Science and Technology（香港科技大学）

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

2505.10543 2025-08-12 cs.AI cs.CL 62%

Reasoning Capabilities of Large Language Models on Dynamic Tasks

Annie Wong, Thomas Bäck, Aske Plaat, Niki van Stein, Anna V. Kononova

机构 * Leiden Institute of Advanced Computer Science（莱顿先进计算机科学研究所）； Leiden University（莱顿大学）

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

2502.01680 2025-08-12 cs.LG cs.AI 62%

Neurosymbolic AI for Travel Demand Prediction: Integrating Decision Tree Rules into Neural Networks

Kamal Acharya, Mehul Lad, Liang Sun, Houbing Song

机构 * Department of Information Systems University of Maryland Baltimore County Baltimore, MD, US（信息系统系马里兰大学巴尔的摩县）； Department of Mechanical Engineering Baylor University Waco,TX, US（机械工程系贝勒大学）

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

Comments 9 pages, 5 figures, this paper is under review in the conference

2506.19250 2025-08-12 cs.LG cs.AI 62%

Robust Behavior Cloning Via Global Lipschitz Regularization

Shili Wu, Yizhao Jin, Puhua Niu, Aniruddha Datta, Sean B. Andersson

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

2412.17797 2025-08-12 cs.AI cs.GT cs.LG cs.MA 62%

Observation Interference in Partially Observable Assistance Games

Scott Emmons, Caspar Oesterheld, Vincent Conitzer, Stuart Russell

机构 * Center for Human-Compatible AI, University of California, Berkeley（人类兼容人工智能中心，加州大学伯克利分校）； Foundations of Cooperative AI Lab, Carnegie Mellon University（协作人工智能实验室，卡内基梅隆大学）

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

2508.08216 2025-08-12 cs.LG eess.SP 57%

Cross-Subject and Cross-Montage EEG Transfer Learning via Individual Tangent Space Alignment and Spatial-Riemannian Feature Fusion

Nicole Lai-Tan, Xiao Gu, Marios G. Philiastides, Fani Deligianni

机构 * UKRI Centre for Doctoral Training in Socially Intelligent Artificial Agents（UKRI社会智能人工代理博士培训中心）； EPSRC（工程与物理科学研究委员会）； Academy of Medical Sciences（医学科学院）

专题命中规划决策：planning(abstract)；分类 cs.LG

Comments 12 pages, 5 figures

2508.07507 2025-08-12 cs.CY cs.AI 57%

Intersectoral Knowledge in AI and Urban Studies: A Framework for Transdisciplinary Research

Rashid Mushkani

专题命中规划决策：planning(abstract)；分类 cs.AI

2508.07146 2025-08-12 cs.CV cs.AI 57%

Intention-Aware Diffusion Model for Pedestrian Trajectory Prediction

Yu Liu, Zhijie Liu, Xiao Ren, You-Fu Li, He Kong

专题命中规划决策：planning(abstract)；分类 cs.AI

2508.06535 2025-08-12 eess.IV cs.CV cs.LG 57%

Transfer Learning with EfficientNet for Accurate Leukemia Cell Classification

Faisal Ahmed

机构 * Department of Data Science（数据科学系）； Mathematics, Embry-Riddle Aeronautical University（数学，埃姆布里-瑞尔航空大学）

专题命中规划决策：planning(abstract)；分类 cs.LG

Comments 8 pages, 1 figure

2504.05625 2025-08-12 cs.LG 57%

Model-Agnostic Policy Explanations with Large Language Models

Zhang Xi-Jia, Yue Guo, Shufei Chen, Simon Stepputtis, Matthew Gombolay, Katia Sycara, Joseph Campbell

机构 * Georgia Institute of Technology（佐治亚理工学院）； Carnegie Mellon University（卡内基梅隆大学）； Purdue University（普渡大学）

专题命中规划决策：agent(abstract)；分类 cs.LG

Comments To appear in Proceedings of the 2nd Conference on Language Modeling (COLM 2025). arXiv admin note: substantial text overlap with arXiv:2311.18062

2410.08500 2025-08-12 cs.RO cs.AI 57%

Exploring Spatial Representation to Enhance LLM Reasoning in Aerial Vision-Language Navigation

Yunpeng Gao, Zhigang Wang, Pengfei Han, Linglin Jing, Dong Wang, Bin Zhao

专题命中规划决策：agent(abstract)；分类 cs.AI

2508.07080 2025-08-12 cs.RO cs.AI 57%

An Evolutionary Game-Theoretic Merging Decision-Making Considering Social Acceptance for Autonomous Driving

Haolin Liu, Zijun Guo, Yanbo Chen, Jiaqi Chen, Huilong Yu, Junqiang Xi

机构 * School of Mechanical Engineering（机械工程学院）； Beijing Institute of Technology（北京理工大学）

专题命中规划决策：planning(abstract)；分类 cs.AI

Journal ref 2025 IEEE 28th International Conference on Intelligent Transportation Systems (ITSC)

2508.06704 2025-08-12 cs.LG 57%

CISO: Species Distribution Modeling Conditioned on Incomplete Species Observations

Hager Radi Abdelwahed, Mélisande Teng, Robin Zbinden, Laura Pollock, Hugo Larochelle, Devis Tuia, David Rolnick

机构 * Mila–Quebec AI Institute（魁北克AI研究所）； Université de Montréal（蒙特利尔大学）； Environmental Computational Science and Earth Observation Laboratory（环境计算科学与地球观测实验室）； École Polytechnique Fédérale de Lausanne (EPFL)（洛桑联邦理工学院）； McGill University（麦吉尔大学）

专题命中规划决策：planning(abstract)；分类 cs.LG

2508.06513 2025-08-12 physics.soc-ph cs.CY cs.LG 57%

Do Streetscapes Still Matter for Customer Ratings of Eating and Drinking Establishments in Car-Dependent Cities?

Chaeyeon Han, Seung Jae Lieu, Uijeong Hwang, Subhrajit Guhathakurta

专题命中规划决策：planning(abstract)；分类 cs.LG

Comments Soon to be published in Journal of Urban Design

2508.06503 2025-08-12 q-bio.NC cs.AI 57%

Understanding Human Limits in Pattern Recognition: A Computational Model of Sequential Reasoning in Rock, Paper, Scissors

Logan Cross, Erik Brockbank, Tobias Gerstenberg, Judith E. Fan, Daniel L. K. Yamins, Nick Haber

机构 * Stanford Computer Science（斯坦福大学计算机科学系）； Stanford Department of Psychology（斯坦福大学心理学系）； Stanford Graduate School of Education（斯坦福大学教育研究生院）

专题命中规划决策：agent(abstract)；分类 cs.AI

Comments To be published in Proceedings of the 8th Annual Conference on Cognitive Computational Neuroscience (2025)

2508.08240 2025-08-12 cs.RO cs.CV 50%

ODYSSEY: Open-World Quadrupeds Exploration and Manipulation for Long-Horizon Tasks

Kaijun Wang, Liqin Lu, Mingyu Liu, Jianuo Jiang, Zeju Li, Bolin Zhang, Wancai Zheng, Xinyi Yu, Hao Chen, Chunhua Shen

专题命中规划决策：planning(abstract)

2508.08132 2025-08-12 eess.SY cs.SY 50%

Deep Reinforcement Learning with Local Interpretability for Transparent Microgrid Resilience Energy Management

Mohammad Hossein Nejati Amiri, Fawaz Annaz, Mario De Oliveira, Florimond Gueniat

专题命中规划决策：agent(abstract)

2508.07522 2025-08-12 cs.NE 50%

Evolutionary Optimization of Deep Learning Agents for Sparrow Mahjong

Jim O'Connor, Derin Gezgin, Gary B. Parker

专题命中规划决策：agent(abstract)

Comments AAAI conference on Artificial Intelligence and Interactive Digital Entertainment

2508.07462 2025-08-12 stat.AP 50%

Forecasting solar power output in Ibadan: A machine learning approach leveraging weather data and system specifications

Obarotu Peter Urhuerhi, Christopher Udomboso, Caston Sigauke

专题命中规划决策：planning(abstract)

Comments 36 pages, 17 figures

2508.07319 2025-08-12 cs.RO 50%

A Hybrid Force-Position Strategy for Shape Control of Deformable Linear Objects With Graph Attention Networks

Yanzhao Yu, Haotian Yang, Junbo Tan, Xueqian Wang

机构 * Center of Intelligent Control and Telescience, Tsinghua Shenzhen International Graduate School, Tsinghua University（智能控制与遥科学中心，清华大学深圳国际研究生院，清华大学）

专题命中规划决策：planning(abstract)

2508.07145 2025-08-12 cs.GT 50%

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners

Ivan Geffner, Erez Karpas, Moshe Tennenholtz

专题命中规划决策：planning(abstract)

2508.06891 2025-08-12 eess.IV cs.CV 50%

Fusion-Based Brain Tumor Classification Using Deep Learning and Explainable AI, and Rule-Based Reasoning

Melika Filvantorkaman, Mohsen Piri, Maral Filvan Torkaman, Ashkan Zabihi, Hamidreza Moradi

专题命中规划决策：planning(abstract)

Comments 37 pages, 6 figures

2508.04305 2025-08-12 eess.IV 50%

Edge2Prompt: Modality-Agnostic Model for Out-of-Distribution Liver Segmentation

Nathan Hollet, Oumeymah Cherkaoui, Philippe C. Cattin, Sidaty El Hadramy

专题命中规划决策：planning(abstract)

Comments 8 pages, 3 figures, 3 tables

2505.17966 2025-08-12 cs.RO cs.CV 50%

Is Single-View Mesh Reconstruction Ready for Robotics?

Frederik Nolte, Andreas Geiger, Bernhard Schölkopf, Ingmar Posner

机构 * Oxford Robotics Institute, University of Oxford（牛津大学机器人研究所）； University of Tübingen（图宾根大学）； Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen（马克斯·普朗克智能系统研究所及图宾根ELLIS研究所）

专题命中规划决策：planning(abstract)

Comments 20 pages, 18 figures

2503.08029 2025-08-12 cs.RO cs.SY eess.SY 50%

Elastic Motion Policy: An Adaptive Dynamical System for Robust and Efficient One-Shot Imitation Learning

Tianyu Li, Sunan Sun, Shubhodeep Shiv Aditya, Nadia Figueroa

机构 * School of Engineering and Applied Science, University of Pennsylvania（工程与应用科学学院，宾夕法尼亚大学）

专题命中规划决策：planning(abstract)

2501.07685 2025-08-12 stat.CO stat.AP 50%

Adaptive sequential Monte Carlo for structured cross validation in Bayesian hierarchical models

Geonhee Han, Andrew Gelman

专题命中规划决策：workflow(abstract)

2212.06954 2025-08-12 stat.AP 50%

Ease and Equity of Point of Interest Accessibility via Public Transit in the U.S

Alexander Li, Mengyang Liu, Aurimas Racas, Tejas Santanam, Junaid Syed, Przemyslaw Zientala

专题命中规划决策：planning(abstract)

2508.07133 2025-08-12 physics.med-ph q-bio.TO 50%

Computational modeling of Pulsed Field Ablation for pulmonary vein isolation

Ashkan Bagherzadeh, Nagib T Chalfoun, Tong Gao, Lik Chuan Lee

专题命中规划决策：planning(abstract)

1. 规划决策 62 篇

A Differentiated Reward Method for Reinforcement Learning based Multi-Vehicle Cooperative Decision-Making Algorithms

Generative Artificial Intelligence Extracts Structure-Function Relationships from Plants for New Materials

Physics-Informed Teleconnection-Aware Transformer for Global Subseasonal-to-Seasonal Forecasting

Reasoning Capabilities of Large Language Models on Dynamic Tasks

Neurosymbolic AI for Travel Demand Prediction: Integrating Decision Tree Rules into Neural Networks

Robust Behavior Cloning Via Global Lipschitz Regularization

Observation Interference in Partially Observable Assistance Games

Cross-Subject and Cross-Montage EEG Transfer Learning via Individual Tangent Space Alignment and Spatial-Riemannian Feature Fusion

Intersectoral Knowledge in AI and Urban Studies: A Framework for Transdisciplinary Research

Intention-Aware Diffusion Model for Pedestrian Trajectory Prediction

Transfer Learning with EfficientNet for Accurate Leukemia Cell Classification

Model-Agnostic Policy Explanations with Large Language Models

Exploring Spatial Representation to Enhance LLM Reasoning in Aerial Vision-Language Navigation

An Evolutionary Game-Theoretic Merging Decision-Making Considering Social Acceptance for Autonomous Driving

CISO: Species Distribution Modeling Conditioned on Incomplete Species Observations

Do Streetscapes Still Matter for Customer Ratings of Eating and Drinking Establishments in Car-Dependent Cities?

Understanding Human Limits in Pattern Recognition: A Computational Model of Sequential Reasoning in Rock, Paper, Scissors

ODYSSEY: Open-World Quadrupeds Exploration and Manipulation for Long-Horizon Tasks

Deep Reinforcement Learning with Local Interpretability for Transparent Microgrid Resilience Energy Management

Evolutionary Optimization of Deep Learning Agents for Sparrow Mahjong

Forecasting solar power output in Ibadan: A machine learning approach leveraging weather data and system specifications

A Hybrid Force-Position Strategy for Shape Control of Deformable Linear Objects With Graph Attention Networks

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners

Fusion-Based Brain Tumor Classification Using Deep Learning and Explainable AI, and Rule-Based Reasoning

Edge2Prompt: Modality-Agnostic Model for Out-of-Distribution Liver Segmentation

Is Single-View Mesh Reconstruction Ready for Robotics?

Elastic Motion Policy: An Adaptive Dynamical System for Robust and Efficient One-Shot Imitation Learning

Adaptive sequential Monte Carlo for structured cross validation in Bayesian hierarchical models

Ease and Equity of Point of Interest Accessibility via Public Transit in the U.S

Computational modeling of Pulsed Field Ablation for pulmonary vein isolation