AI Agent - arXivDaily 专题

2501.07458 2025-01-14 cs.AI cs.PF 57%

Understanding and Benchmarking Artificial Intelligence: OpenAI's o3 Is Not AGI

Rolf Pfister, Hansueli Jud

机构 * Lab42 AI Research Institute（Lab42人工智能研究院）； Ludwig-Maximilians-Universität München（慕尼黑大学）； Munich Center for Mathematical Philosophy (MCMP)（慕尼黑数学哲学中心）

专题命中 Agent评测：agent(abstract)；分类 cs.AI

Comments 15 pages

2501.06506 2025-01-14 cs.GT cs.AI cs.MA 57%

Resource Allocation under the Latin Square Constraint

Yasushi Kawase, Bodhayan Roy, Mohammad Azharuddin Sanpui

机构 * The University of Tokyo（东京大学）； Indian Institute of Technology Kharagpur（印度理工学院克勒格布尔分校）

专题命中 Agent评测：agent(abstract)；分类 cs.AI

Comments This paper has been accepted in AAMAS 2025 as an extended abstract

2406.19626 2025-01-14 cs.AI 57%

Safety through feedback in Constrained RL

Shashank Reddy Chirra, Pradeep Varakantham, Praveen Paruchuri

机构 * Singapore Management University（新加坡管理大学）； IIIT Hyderabad（印度信息技术与管理大学海得拉巴分校）

专题命中 Agent评测：agent(abstract)；分类 cs.AI

Comments Accepted at NeurIPS 2024 (Poster)

2501.06016 2025-01-13 cs.LG cs.SY eess.SY 57%

Investigating the Impact of Observation Space Design Choices On Training Reinforcement Learning Solutions for Spacecraft Problems

Nathaniel Hamilton, Kyle Dunlap, Kerianne L Hobbs

机构 * Parallax Advanced Research（帕拉拉克先进研究院）； Air Force Research Laboratory（美国空军研究实验室）

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments 18 pages, 10 figures, 3 tables

2501.04541 2025-01-09 cs.RO cs.AI cs.CR 57%

Cyber-Physical Steganography in Robotic Motion Control

Ching-Chun Chang, Yijie Lin, Isao Echizen

机构 * National Institute of Informatics（情报信息学研究所）； Feng Chia University（逢甲大学）； University of Tokyo（东京大学）

专题命中 Agent评测：agent(abstract)；分类 cs.AI

2501.03824 2025-01-08 cs.AI 57%

Online Reinforcement Learning-Based Dynamic Adaptive Evaluation Function for Real-Time Strategy Tasks

Weilong Yang, Jie Zhang, Xunyun Liu, Yanqing Ye

专题命中 Agent评测：planning(abstract)；分类 cs.AI

Comments 22 pages, 9 figures

2501.03687 2025-01-08 q-bio.CB cs.LG physics.bio-ph 57%

Run-and-tumble chemotaxis using reinforcement learning

Ramesh Pramanik, Shradha Mishra, Sakuntala Chatterjee

机构 * S.N. Bose National Centre for Basic Sciences（S.N. Bose基础科学国家中心）； Indian Institute of Technology (BHU) Varanasi（印度理工学院（ varanasi 分校））

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Journal ref Physical Review E 111, 014106 (2025)

2412.20787 2025-01-07 cs.CR cs.AI 57%

SecBench: A Comprehensive Multi-Dimensional Benchmarking Dataset for LLMs in Cybersecurity

Pengfei Jing, Mengyun Tang, Xiaorong Shi, Xing Zheng, Sen Nie, Shi Wu, Yong Yang, Xiapu Luo

机构 * The Hong Kong Polytechnic University（香港理工大学）； Tencent Security Keen Lab（腾讯安全科恩实验室）； Tencent Zhuque Lab（腾讯朱雀实验室）； Tencent Security Platform and Department（腾讯安全平台部）

专题命中 Agent评测：agent(abstract)；分类 cs.AI

2501.01290 2025-01-03 cs.CL 57%

ToolComp: A Multi-Tool Reasoning & Process Supervision Benchmark

Vaskar Nath, Pranav Raja, Claire Yoon, Sean Hendryx

专题命中 Agent评测：tool-use(abstract)；分类 cs.CL

2501.00052 2025-01-03 cs.LG cs.GT cs.MA 57%

Efficient and Scalable Deep Reinforcement Learning for Mean Field Control Games

Nianli Peng, Yilin Wang

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2412.17123 2025-01-03 cs.LG cs.CY 57%

Fairness in Reinforcement Learning with Bisimulation Metrics

Sahand Rezaei-Shoshtari, Hanna Yurchyk, Scott Fujimoto, Doina Precup, David Meger

专题命中 Agent评测：AI agent(abstract)；分类 cs.LG

2406.02795 2025-01-03 cs.HC cs.CL 57%

ArguMentor: Augmenting User Experiences with Counter-Perspectives

Priya Pitre, Kurt Luther

专题命中 Agent评测：agent(abstract)；分类 cs.CL

2412.20732 2024-12-31 cs.LG 57%

Joint Scoring Rules: Zero-Sum Competition Avoids Performative Prediction

Rubi Hudson

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2412.18985 2024-12-30 cs.AI cs.HC 57%

TravelAgent: Generative Agents in the Built Environment

Ariel Noyman, Kai Hu, Kent Larson

专题命中 Agent评测：agent(abstract)；分类 cs.AI

Comments 21 pages 9 figs

2404.00639 2024-12-30 cs.AR cs.LG 57%

RL-MUL 2.0: Multiplier Design Optimization with Parallel Deep Reinforcement Learning and Space Reduction

Dongsheng Zuo, Jiadong Zhu, Yikang Ouyang, Yuzhe Ma

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments Accepted by TODAES 2025

2412.16452 2024-12-24 stat.ME cs.GT cs.LG econ.EM math.ST stat.TH 57%

Sharp Results for Hypothesis Testing with Risk-Sensitive Agents

Flora C. Shi, Stephen Bates, Martin J. Wainwright

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2311.02349 2024-12-23 cs.GT cs.LG cs.SI 57%

Sample Complexity of Linear Regression Models for Opinion Formation in Networks

Haolin Liu, Rajmohan Rajaraman, Ravi Sundaram, Anil Vullikanti, Omer Wasim, Haifeng Xu

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments AAAI 2025

2412.01420 2024-12-20 cs.LG 57%

Task Adaptation of Reinforcement Learning-based NAS Agents through Transfer Learning

Amber Cassimon, Siegfried Mercelis, Kevin Mets

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments 15 Pages, 13 Figures, Corrected data in Figure 5

1901.08943 2024-12-20 q-fin.CP cs.LG cs.NA math.NA 57%

Pricing options and computing implied volatilities using neural networks

Shuaiqiang Liu, Cornelis W. Oosterlee, Sander M. Bohte

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Journal ref Risks, 7(1) (2019)

2404.09043 2024-12-19 cs.CL 57%

Do LLMs Play Dice? Exploring Probability Distribution Sampling in Large Language Models for Behavioral Simulation

Jia Gu, Liang Pang, Huawei Shen, Xueqi Cheng

专题命中 Agent评测：agent(abstract)；分类 cs.CL

Comments The 31st International Conference on Computational Linguistics (COLING 2025)

2211.13952 2024-12-19 cs.LG 57%

Contextual Decision-Making with Knapsacks Beyond the Worst Case

Zhaohua Chen, Rui Ai, Mingwei Yang, Yuqi Pan, Chang Wang, Xiaotie Deng

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments 39 pages. A preliminary version appeared at NeurIPS 2024

2409.03258 2024-12-17 cs.CL 57%

GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding

Yukun Cao, Shuo Han, Zengyi Gao, Zezhong Ding, Xike Xie, S. Kevin Zhou

专题命中 Agent评测：agent(abstract)；分类 cs.CL

2404.12639 2024-12-17 cs.LG 57%

Data-Incremental Continual Offline Reinforcement Learning

Sibo Gai, Donglin Wang

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments 10 pages, 9 figures

2412.09647 2024-12-16 cs.RO cs.CV cs.LG 57%

Bench2Drive-R: Turning Real World Data into Reactive Closed-Loop Autonomous Driving Benchmark by Generative Model

Junqi You, Xiaosong Jia, Zhiyuan Zhang, Yutao Zhu, Junchi Yan

专题命中 Agent评测：planning(abstract)；分类 cs.LG

2412.08273 2024-12-12 cs.AI 57%

Can transformative AI shape a new age for our civilization?: Navigating between speculation and reality

Jesus L. Lobo, Javier Del Ser

专题命中 Agent评测：agent(abstract)；分类 cs.AI

Comments 100 pages, 6 Figures, 2 Tables

2412.07193 2024-12-11 cs.LG stat.ML 57%

Epidemiological Model Calibration via Graybox Bayesian Optimization

Puhua Niu, Byung-Jun Yoon, Xiaoning Qian

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2412.06237 2024-12-10 q-bio.BM cs.LG 57%

In Silico Pharmacokinetic and Molecular Docking Studies of Natural Plants against Essential Protein KRAS for Treatment of Pancreatic Cancer

Marsha Mariya Kappan, Joby George

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2311.12668 2024-12-10 cs.AI cs.CE 57%

From Concept to Manufacturing: Evaluating Vision-Language Models for Engineering Design

Cyril Picard, Kristen M. Edwards, Anna C. Doris, Brandon Man, Giorgio Giannone, Md Ferdous Alam, Faez Ahmed

专题命中 Agent评测：planning(abstract)；分类 cs.AI

2412.06040 2024-12-10 cs.AI cs.CY cs.ET cs.HC 57%

The AI Double Standard: Humans Judge All AIs for the Actions of One

Aikaterina Manoli, Janet V. T. Pauketat, Jacy Reese Anthis

专题命中 Agent评测：agent(abstract)；分类 cs.AI

2411.05821 2024-12-10 cs.RO cs.CV cs.LG 57%

Benchmarking Vision, Language, & Action Models on Robotic Learning Tasks

Pranav Guruprasad, Harshvardhan Sikka, Jaewoo Song, Yangyue Wang, Paul Pu Liang

专题命中 Agent评测：planning(abstract)；分类 cs.LG

Comments 16 Pages, 10 Figures

1. Agent评测 15866 篇

Understanding and Benchmarking Artificial Intelligence: OpenAI's o3 Is Not AGI

Resource Allocation under the Latin Square Constraint

Safety through feedback in Constrained RL

Investigating the Impact of Observation Space Design Choices On Training Reinforcement Learning Solutions for Spacecraft Problems

Cyber-Physical Steganography in Robotic Motion Control

Online Reinforcement Learning-Based Dynamic Adaptive Evaluation Function for Real-Time Strategy Tasks

Run-and-tumble chemotaxis using reinforcement learning

SecBench: A Comprehensive Multi-Dimensional Benchmarking Dataset for LLMs in Cybersecurity

ToolComp: A Multi-Tool Reasoning & Process Supervision Benchmark

Efficient and Scalable Deep Reinforcement Learning for Mean Field Control Games

Fairness in Reinforcement Learning with Bisimulation Metrics

ArguMentor: Augmenting User Experiences with Counter-Perspectives

Joint Scoring Rules: Zero-Sum Competition Avoids Performative Prediction

TravelAgent: Generative Agents in the Built Environment

RL-MUL 2.0: Multiplier Design Optimization with Parallel Deep Reinforcement Learning and Space Reduction

Sharp Results for Hypothesis Testing with Risk-Sensitive Agents

Sample Complexity of Linear Regression Models for Opinion Formation in Networks

Task Adaptation of Reinforcement Learning-based NAS Agents through Transfer Learning

Pricing options and computing implied volatilities using neural networks

Do LLMs Play Dice? Exploring Probability Distribution Sampling in Large Language Models for Behavioral Simulation

Contextual Decision-Making with Knapsacks Beyond the Worst Case

GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding

Data-Incremental Continual Offline Reinforcement Learning

Bench2Drive-R: Turning Real World Data into Reactive Closed-Loop Autonomous Driving Benchmark by Generative Model

Can transformative AI shape a new age for our civilization?: Navigating between speculation and reality

Epidemiological Model Calibration via Graybox Bayesian Optimization

In Silico Pharmacokinetic and Molecular Docking Studies of Natural Plants against Essential Protein KRAS for Treatment of Pancreatic Cancer

From Concept to Manufacturing: Evaluating Vision-Language Models for Engineering Design

The AI Double Standard: Humans Judge All AIs for the Actions of One

Benchmarking Vision, Language, & Action Models on Robotic Learning Tasks