AI Agent

2408.01753 2025-10-09 cs.MA cs.SY eess.SY math.DS math.OC nlin.AO 50%

Opinion Dynamics with Set-Based Confidence: Convergence Criteria and Periodic Solutions

Iryna Zabarianska, Anton V. Proskurnikov

专题命中记忆与上下文管理：agent(abstract)

2306.04331 2025-10-09 physics.bio-ph cond-mat.soft q-bio.BM 50%

Towards a Benchmark for Markov State Models: The Folding of HP35

Daniel Nagel, Sofia Sartore, Gerhard Stock

专题命中记忆与上下文管理：workflow(abstract)

Comments arXiv admin note: text overlap with arXiv:2303.03814

2510.06222 2025-10-09 cs.HC econ.GN q-fin.EC 50%

Inducing State Anxiety in LLM Agents Reproduces Human-Like Biases in Consumer Decision-Making

Ziv Ben-Zion, Zohar Elyoseph, Tobias Spiller, Teddy Lazebnik

专题命中记忆与上下文管理：autonomous agent(abstract)

Comments Manuscript Main Text - 20 pages, including 3 Figures and 1 Table. Supplementary Materials - 10 pages, including 4 Supplemental Tables

2510.06711 2025-10-09 cs.AI cs.LG 84%

Inefficiencies of Meta Agents for Agent Design

Batu El, Mert Yuksekgonul, James Zou

机构 * Stanford University（斯坦福大学）

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

2501.17384 2025-10-09 cs.LG cs.AI 81%

A Dual-Agent Adversarial Framework for Robust Generalization in Deep Reinforcement Learning

Zhengpeng Xie, Yulong Zhang

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

2510.06565 2025-10-09 cs.CR 78%

Auto-Stega: An Agent-Driven System for Lifelong Strategy Evolution in LLM-Based Text Steganography

Jiuan Zhou, Yu Cheng, Yuan Xie, Zhaoxia Yin

专题命中 Agent评测：agent(title,abstract)

Comments 15 pages, 9 figures

2510.02360 2025-10-09 cs.CL cs.AI 62%

Spiral of Silence in Large Language Model Agents

Mingze Zhong, Meng Fang, Zijing Shi, Yuxuan Huang, Shunfeng Zheng, Yali Du, Ling Chen, Jun Wang

机构 * AAII, University of Technology Sydney（AAII，悉尼大学）； University of Liverpool（利物浦大学）； King’s College London（伦敦国王学院）； University College London（伦敦大学学院）

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

Comments Accepted to EMNLP 2025 (Findings)

2509.24031 2025-10-09 cs.LG cs.AI cs.CV cs.MA 62%

GPS-MTM: Capturing Pattern of Normalcy in GPS-Trajectories with self-supervised learning

Umang Garg, Bowen Zhang, Anantajit Subrahmanya, Chandrakanth Gudavalli, BS Manjunath

机构 * ECE Department（电子工程系）； University of California（加州大学）

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

Comments 4 pages, 2 figures

2510.07064 2025-10-09 cs.AI 57%

Prompt Optimization Across Multiple Agents for Representing Diverse Human Populations

Manh Hung Nguyen, Sebastian Tschiatschek, Adish Singla

机构 * MPI-SWS（马克斯·普朗克研究所-斯图加特）

专题命中 Agent评测：agent(abstract)；分类 cs.AI

2510.06782 2025-10-09 cs.HC cs.CL cs.CV 57%

GPT-5 Model Corrected GPT-4V's Chart Reading Errors, Not Prompting

Kaichun Yang, Jian Chen

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）； The Ohio State University（俄亥俄州立大学）

专题命中 Agent评测：agentic(abstract)；分类 cs.CL

2503.16192 2025-10-09 cs.LG eess.SP 57%

Nonparametric Bellman Mappings for Value Iteration in Distributed Reinforcement Learning

Yuki Akiyama, Konstantinos Slavakis

机构 * Institute of Science Tokyo, Department of Information and Communications Engineering（东京科学研究所信息与通信工程系）

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2510.07041 2025-10-09 cs.CV 50%

U-Bench: A Comprehensive Understanding of U-Net through 100-Variant Benchmarking

Fenghe Tang, Chengqi Dong, Wenxin Ma, Zikang Xu, Heqin Zhu, Zihang Jiang, Rongsheng Wang, Yuhao Wang, Chenxu Wu, Shaohua Kevin Zhou

专题命中 Agent评测：agent(abstract)

Comments 54 pages. The project can be accessed at: https://fenghetan9.github.io/ubench. Code is available at: https://github.com/FengheTan9/U-Bench

2403.16275 2025-10-09 cs.RO 50%

M^3RS: Multi-robot, Multi-objective, and Multi-mode Routing and Scheduling

Ishaan Mehta, Junseo Kim, Sharareh Taghipour, Sajad Saeedi

机构 * Toronto Metropolitan University（多伦多 Metropolitan 大学）； Delft University of Technology（代尔夫特技术大学）； University College London（伦敦大学学院）

专题命中 Agent评测：agent(abstract)

Comments Under review

2510.06872 2025-10-09 cs.HC 50%

Prototyping Multimodal GenAI Real-Time Agents with Counterfactual Replays and Hybrid Wizard-of-Oz

Frederic Gmeiner, Kenneth Holstein, Nikolas Martelaro

专题命中 Agent评测：agent(abstract)

Comments 18 pages, 5 figures, 4 tables

2510.06807 2025-10-09 physics.soc-ph 50%

Consensus as cooling: a granular gas model for continuous opinions on structured networks

Carlos Uriarte, Pablo Rodriguez-Lopez, Nagi Khalil

专题命中 Agent评测：agent(abstract)

Comments 25 pages, 7 figures

2503.05695 2025-10-09 cs.GT cs.DM cs.DS 50%

Approximately Envy-free and Equitable Allocations of Indivisible Items for Non-monotone Valuations

Vittorio Bilò, Martin Loebl, Cosimo Vinci

专题命中 Agent评测：agent(abstract)

Comments Updated title; improved presentation of results and notation; corrected minor inaccuracies in proofs and discussions; updated references

2510.06828 2025-10-09 cs.LG cs.AI 62%

Recurrence-Complete Frame-based Action Models

Michael Keiblinger

机构 * Prime Intellect

专题命中其他Agent ：agentic(abstract)；分类 cs.AI、cs.LG

1. 记忆与上下文管理 8 篇

Opinion Dynamics with Set-Based Confidence: Convergence Criteria and Periodic Solutions

Towards a Benchmark for Markov State Models: The Folding of HP35

Inducing State Anxiety in LLM Agents Reproduces Human-Like Biases in Consumer Decision-Making

2. Agent评测 13 篇

Inefficiencies of Meta Agents for Agent Design

A Dual-Agent Adversarial Framework for Robust Generalization in Deep Reinforcement Learning

Auto-Stega: An Agent-Driven System for Lifelong Strategy Evolution in LLM-Based Text Steganography

Spiral of Silence in Large Language Model Agents

GPS-MTM: Capturing Pattern of Normalcy in GPS-Trajectories with self-supervised learning

Prompt Optimization Across Multiple Agents for Representing Diverse Human Populations

GPT-5 Model Corrected GPT-4V's Chart Reading Errors, Not Prompting

Nonparametric Bellman Mappings for Value Iteration in Distributed Reinforcement Learning

U-Bench: A Comprehensive Understanding of U-Net through 100-Variant Benchmarking

M^3RS: Multi-robot, Multi-objective, and Multi-mode Routing and Scheduling

Prototyping Multimodal GenAI Real-Time Agents with Counterfactual Replays and Hybrid Wizard-of-Oz

Consensus as cooling: a granular gas model for continuous opinions on structured networks

Approximately Envy-free and Equitable Allocations of Indivisible Items for Non-monotone Valuations

3. 其他Agent 1 篇

Recurrence-Complete Frame-based Action Models