AI Agent

Mapping Neural Signals to Agent Performance, A Step Towards Reinforcement Learning from Neural Feedback

Julia Santaniello, Matthew Russell, Benson Jiang, Donatello Sassaroli, Robert Jacob, Jivko Sinapov

机构 * Department of Computer Science Tufts University（计算机科学系塔夫茨大学） 纠错

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

Journal ref Conference on Reinforcement Learning and Decision Making (RLDM) 2025

Superplatforms Have to Attack AI Agents

Jianghao Lin, Jiachen Zhu, Zheli Zhou, Yunjia Xi, Weiwen Liu, Yong Yu, Weinan Zhang

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

Comments Position paper under review

InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation

Yunjia Xi, Jianghao Lin, Menghui Zhu, Yongzhao Xiao, Zhuoying Ou, Jiaqi Liu, Tong Wan, Bo Chen, Weiwen Liu, Yasheng Wang, Ruiming Tang, Weinan Zhang, Yong Yu

机构 * Shanghai Jiao Tong University（上海交通大学） ； Huawei Noah’s Ark Lab（华为诺亚实验室） 纠错

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

On the Day They Experience: Awakening Self-Sovereign Experiential AI Agents

Botao Amber Hu, Helena Rong

机构 * Reality Design Lab（现实设计实验室） ； New York University（纽约大学） 纠错

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

Comments Submitted to Aarhus 2025 Conference

Agent-SafetyBench: Evaluating the Safety of LLM Agents

Zhexin Zhang, Shiyao Cui, Yida Lu, Jingzhuo Zhou, Junxiao Yang, Hongning Wang, Minlie Huang

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

Comments 26 pages

Interpretable Risk Mitigation in LLM Agent Systems

Jan Chojnacki

机构 * Department of Physics, University of Warsaw（华沙大学物理系） ； Samsung R&D Institute Poland（三星波兰研发中心） 纠错

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

Towards Autonomous UAV Visual Object Search in City Space: Benchmark and Agentic Methodology

Yatai Ji, Zhengqiu Zhu, Yong Zhao, Beidan Liu, Chen Gao, Yihao Zhao, Sihang Qiu, Yue Hu, Quanjun Yin, Yong Li

机构 * State Key Lab of Digital-Intelligent Modeling and Simulation（数字智能建模与仿真国家重点实验室） ； Department of Electronic Engineering, Tsinghua University（清华大学电子工程系） 纠错

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

Is there a half-life for the success rates of AI agents?

Toby Ord

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

Comments 9 pages, 5 figures

Divide, Optimize, Merge: Fine-Grained LLM Agent Optimization at Scale

Jiale Liu, Yifan Zeng, Shaokun Zhang, Chi Zhang, Malte Højmark-Bertelsen, Marie Normann Gadeberg, Huazheng Wang, Qingyun Wu

机构 * Pennsylvania State University（宾夕法尼亚州立大学） ； Oregon State University（俄勒冈州立大学） ； The University of Texas at Austin（德克萨斯大学奥斯汀分校） ； Beyond Work 纠错

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

NGENT: Next-Generation AI Agents Must Integrate Multi-Domain Abilities to Achieve Artificial General Intelligence

Zhicong Li, Hangyu Mao, Jiangjin Yin, Mingzhe Xing, Zhiwei Xu, Yuanxing Zhang, Yang Xiao

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

Can We Govern the Agent-to-Agent Economy?

Tomer Jordi Chaffer

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

Human aversion? Do AI Agents Judge Identity More Harshly Than Performance

Yuanjun Feng, Vivek Chodhary, Yash Raj Shrestha

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

REAL: Benchmarking Autonomous Agents on Deterministic Simulations of Real Websites

Divyansh Garg, Shaun VanWeelden, Diego Caples, Andis Draguns, Nikil Ravi, Pranav Putta, Naman Garg, Tomas Abraham, Michael Lara, Federico Lopez, James Liu, Atharva Gundawar, Prannay Hebbar, Youngchul Joo, Jindong Gu, Charles London, Christian Schroeder de Witt, Sumeet Motwani

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

Comments The websites, framework, and leaderboard are available at https://realevals.xyz and https://github.com/agi-inc/REAL

ELT-Bench: An End-to-End Benchmark for Evaluating AI Agents on ELT Pipelines

Tengjun Jin, Yuxuan Zhu, Daniel Kang

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

Comments 14 pages, 18 figures

Ctrl-Z: Controlling AI Agents via Resampling

Aryan Bhatt, Cody Rushing, Adam Kaufman, Tyler Tracy, Vasil Georgiev, David Matolcsi, Akbir Khan, Buck Shlegeris

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

Comments bashcontrol.com

AI in a vat: Fundamental limits of efficient world modelling for agent sandboxing and interpretability

Fernando Rosas, Alexander Boyd, Manuel Baltieri

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

Comments 38 pages, 5 figures

HERA: Hybrid Edge-cloud Resource Allocation for Cost-Efficient AI Agents

Shiyi Liu, Haiying Shen, Shuai Che, Mahdi Ghandi, Mingqin Li

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

A Generalist Hanabi Agent

Arjun V Sudhakar, Hadi Nekoei, Mathieu Reymond, Miao Liu, Janarthanan Rajendran, Sarath Chandar

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

The potential role of AI agents in transforming nuclear medicine research and cancer management in India

Rajat Vashistha, Arif Gulzar, Parveen Kundu, Punit Sharma, Mark Brunstein, Viktor Vegh

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

Beyond Black-Box Benchmarking: Observability, Analytics, and Optimization of Agentic Systems

Dany Moshkovich, Hadar Mulian, Sergey Zeltyn, Natti Eder, Inna Skarbovsky, Roy Abitbol

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

Comments 14 pages, 19 figures

AGrail: A Lifelong Agent Guardrail with Effective and Adaptive Safety Detection

Weidi Luo, Shenghong Dai, Xiaogeng Liu, Suman Banerjee, Huan Sun, Muhao Chen, Chaowei Xiao

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

Governing AI Agents

Noam Kolt

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

Comments Notre Dame Law Review, Vol. 101, Forthcoming

YETI (YET to Intervene) Proactive Interventions by Multimodal AI Agents in Augmented Reality Tasks

Saptarashmi Bandyopadhyay, Vikas Bahirwani, Lavisha Aggarwal, Bhanu Guda, Lin Li, Andrea Colaco

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

Comments Preprint

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent

Suyuan Wang, Xueqian Yin, Menghao Wang, Ruofeng Guo, Kai Nan

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

Comments 15 pages,2 figures,8 tables

LLM Agent for Fire Dynamics Simulations

Leidong Xu, Danyal Mohaddes, Yi Wang

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

Comments NeurIPS 2024 Foundation Models for Science Workshop (38th Conference on Neural Information Processing Systems). 12 pages, 8 figures

TapeAgents: a Holistic Framework for Agent Development and Optimization

Dzmitry Bahdanau, Nicolas Gontier, Gabriel Huang, Ehsan Kamalloo, Rafael Pardinas, Alex Piché, Torsten Scholak, Oleh Shliazhko, Jordan Prince Tremblay, Karam Ghanem, Soham Parikh, Mitul Tiwari, Quaizar Vohra

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

Mitigating Bias in Queer Representation within Large Language Models: A Collaborative Agent Approach

Tianyi Huang, Arya Somasundaram

专题命中 Agent评测 ：agent(title,abstract)；multi-agent(abstract)；分类 cs.CL

Comments NeurIPS 2024 Queer in AI Workshop

AndroidLab: Training and Systematic Benchmarking of Android Autonomous Agents

Yifan Xu, Xiao Liu, Xueqiao Sun, Siyi Cheng, Hao Yu, Hanyu Lai, Shudan Zhang, Dan Zhang, Jie Tang, Yuxiao Dong

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

Designing AI Personalities: Enhancing Human-Agent Interaction Through Thoughtful Persona Design

Nima Zargham, Mateusz Dubiel, Smit Desai, Thomas Mildner, Hanz-Joachim Belz

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

Comments 8 pages, the workshop accepted at the 23rd International Conference on Mobile and Ubiquitous Multimedia (MUM 2024)

EmbodiedCity: A Benchmark Platform for Embodied Agent in Real-world City Environment

Chen Gao, Baining Zhao, Weichen Zhang, Jinzhu Mao, Jun Zhang, Zhiheng Zheng, Fanhang Man, Jianjie Fang, Zile Zhou, Jinqiang Cui, Xinlei Chen, Yong Li

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

Comments All of the software, Python library, codes, datasets, tutorials, and real-time online service are available on this website: https://embodied-city.fiblab.net