AI Agent

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

Analyzing Probabilistic Methods for Evaluating Agent Capabilities

Axel Højmark, Govind Pimpale, Arjun Panickssery, Marius Hobbhahn, Jérémy Scheurer

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

Comments Accepted (Poster) to SoLaR 2024

Improving Agent Behaviors with RL Fine-tuning for Autonomous Driving

Zhenghao Peng, Wenjie Luo, Yiren Lu, Tianyi Shen, Cole Gulino, Ari Seff, Justin Fu

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

The Ability of Large Language Models to Evaluate Constraint-satisfaction in Agent Responses to Open-ended Requests

Lior Madmoni, Amir Zait, Ilia Labzovsky, Danny Karmon

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

Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Rogerio Bonatti, Dan Zhao, Francesco Bonacci, Dillon Dupont, Sara Abdali, Yinheng Li, Yadong Lu, Justin Wagle, Kazuhito Koishida, Arthur Bucker, Lawrence Jang, Zack Hui

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

Combining Cognitive and Generative AI for Self-explanation in Interactive AI Agents

Shalini Sushri, Rahul Dass, Rhea Basappa, Hong Lu, Ashok Goel

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

Comments 10 pages, 2 figures, 2 tables, 1 appendix, HEXED Workshop @EDM July 2024

Visibility into AI Agents

Alan Chan, Carson Ezell, Max Kaufmann, Kevin Wei, Lewis Hammond, Herbie Bradley, Emma Bluemke, Nitarshan Rajkumar, David Krueger, Noam Kolt, Lennart Heim, Markus Anderljung

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

Comments Accepted to ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT 2024)

Retrieval Augmented Generation Systems: Automatic Dataset Creation, Evaluation and Boolean Agent Setup

Tristan Kenneweg, Philip Kenneweg, Barbara Hammer

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

Comments Was handed in to IJCNN prior to preprint publication here. Was neither accepted nor rejected at date of publication here

Improving Knowledge Extraction from LLMs for Task Learning through Agent Analysis

James R. Kirk, Robert E. Wray, Peter Lindes, John E. Laird

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

Comments 7 pages, 8 figures, 3 tables, bibliography, appendix (34 pages total). Accepted to AAAI 2024

Polarization of Autonomous Generative AI Agents Under Echo Chambers

Masaya Ohagi

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

Agent-based Learning of Materials Datasets from Scientific Literature

Mehrad Ansari, Seyed Mohamad Moosavi

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