AI Agent

Safety-Critical Traffic Simulation with Guided Latent Diffusion Model

Mingxing Peng, Ruoyu Yao, Xusen Guo, Yuting Xie, Xianda Chen, Jun Ma

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）） ； School of Computer Science and Engineering（计算机科学与工程学院） ； Sun Yat-sen University（中山大学） 纠错

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

Comments 7 pages, 3 figures

MolGround: A Benchmark for Molecular Grounding

Jiaxin Wu, Ting Zhang, Rubing Chen, Wengyu Zhang, Chen Jason Zhang, Xiao-Yong Wei, Li Qing

机构 * The Hong Kong Polytechnic University（香港理工大学） ； Sichuan University（四川大学） 纠错

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

Tinker Tales: Interactive Storytelling Framework for Early Childhood Narrative Development and AI Literacy

Nayoung Choi, Peace Cyebukayire, Jinho D. Choi

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

Dynamic Intent Queries for Motion Transformer-based Trajectory Prediction

Tobias Demmler, Lennart Hartung, Andreas Tamke, Thao Dang, Alexander Hegai, Karsten Haug, Lars Mikelsons

机构 * Robert Bosch GmbH（博世公司） ； Institute for Intelligent Systems（智能系统研究所） ； University of Augsburg（奥尔登堡大学） 纠错

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

RiskNet: Interaction-Aware Risk Forecasting for Autonomous Driving in Long-Tail Scenarios

Qichao Liu, Heye Huang, Shiyue Zhao, Lei Shi, Soyoung Ahn, Xiaopeng Li

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

Comments 24 pages, 14 figures

AGI Is Coming... Right After AI Learns to Play Wordle

Sarath Shekkizhar, Romain Cosentino

机构 * Salesforce 纠错

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

Airlift Challenge: A Competition for Optimizing Cargo Delivery

Adis Delanovic, Carmen Chiu, John F. Kolen, Marvin Gülhan, Jonathan Cawalla, Andre Beckus

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

Evaluation of Active Feature Acquisition Methods for Time-varying Feature Settings

Henrik von Kleist, Alireza Zamanian, Ilya Shpitser, Narges Ahmidi

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

Comments 61 pages, 4 tables, 11 Figures

Journal ref Journal of Machine Learning Research 26(60) (2025) 1-84

StruPhantom: Evolutionary Injection Attacks on Black-Box Tabular Agents Powered by Large Language Models

Yang Feng, Xudong Pan

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

Comments Work in Progress

BIASINSPECTOR: Detecting Bias in Structured Data through LLM Agents

Haoxuan Li, Mingyu Derek Ma, Jen-tse Huang, Zhaotian Weng, Wei Wang, Jieyu Zhao

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

Comments 21 pages,6 figures

A Benchmark for Scalable Oversight Protocols

Abhimanyu Pallavi Sudhir, Jackson Kaunismaa, Arjun Panickssery

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

Comments Accepted at the ICLR 2025 Workshop on Bidirectional Human-AI Alignment (BiAlign)

LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation

Bowen Li, Zhaoyu Li, Qiwei Du, Jinqi Luo, Wenshan Wang, Yaqi Xie, Simon Stepputtis, Chen Wang, Katia P. Sycara, Pradeep Kumar Ravikumar, Alexander G. Gray, Xujie Si, Sebastian Scherer

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

Comments 25 pages, 8 figures, In Advances in Neural Information Processing Systems (NeurIPS) 37 D&B Track (2024): 69840-69864

Journal ref Advances in Neural Information Processing Systems, 37, 69840-69864 (2024)

Temporal and Semantic Evaluation Metrics for Foundation Models in Post-Hoc Analysis of Robotic Sub-tasks

Jonathan Salfity, Selma Wanna, Minkyu Choi, Mitch Pryor

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

Comments 8 pages, 3 figures. IROS 2024 Submission

Towards Cooperative Flight Control Using Visual-Attention

Lianhao Yin, Makram Chahine, Tsun-Hsuan Wang, Tim Seyde, Chao Liu, Mathias Lechner, Ramin Hasani, Daniela Rus

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

The AI off-switch problem as a signalling game: bounded rationality and incomparability

Alessio Benavoli, Alessandro Facchini, Marco Zaffalon

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

Teams of LLM Agents can Exploit Zero-Day Vulnerabilities

Yuxuan Zhu, Antony Kellermann, Akul Gupta, Philip Li, Richard Fang, Rohan Bindu, Daniel Kang

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

Comments 10 pages, 4 figures

HCAST: Human-Calibrated Autonomy Software Tasks

David Rein, Joel Becker, Amy Deng, Seraphina Nix, Chris Canal, Daniel O'Connel, Pip Arnott, Ryan Bloom, Thomas Broadley, Katharyn Garcia, Brian Goodrich, Max Hasin, Sami Jawhar, Megan Kinniment, Thomas Kwa, Aron Lajko, Nate Rush, Lucas Jun Koba Sato, Sydney Von Arx, Ben West, Lawrence Chan, Elizabeth Barnes

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

Comments 32 pages, 10 figures, 5 tables

Empowering Medical Multi-Agents with Clinical Consultation Flow for Dynamic Diagnosis

Sihan Wang, Suiyang Jiang, Yibo Gao, Boming Wang, Shangqi Gao, Xiahai Zhuang

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

Crowd-PrefRL: Preference-Based Reward Learning from Crowds

David Chhan, Ellen Novoseller, Vernon J. Lawhern

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

AutoRedTeamer: Autonomous Red Teaming with Lifelong Attack Integration

Andy Zhou, Kevin Wu, Francesco Pinto, Zhaorun Chen, Yi Zeng, Yu Yang, Shuang Yang, Sanmi Koyejo, James Zou, Bo Li

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

Teamwork makes the dream work: LLMs-Based Agents for GitHub README.MD Summarization

Duc S. H. Nguyen, Bach G. Truong, Phuong T. Nguyen, Juri Di Rocco, Davide Di Ruscio

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

Comments The paper has been peer-reviewed and accepted for publication in the proceedings of International Conference on Foundations of Software Engineering conference (FSE 2025)

AgentDAO: Synthesis of Proposal Transactions Via Abstract DAO Semantics

Lin Ao, Han Liu, Huafeng Zhang

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

Telephone Surveys Meet Conversational AI: Evaluating a LLM-Based Telephone Survey System at Scale

Max M. Lang, Sol Eskenazi

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

Comments Accepted at 80th AAPOR Conference 2025

Multi-Robot Collaboration through Reinforcement Learning and Abstract Simulation

Adam Labiosa, Josiah P. Hanna

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

Comments ICRA 2025

Curiosity-Driven Imagination: Discovering Plan Operators and Learning Associated Policies for Open-World Adaptation

Pierrick Lorang, Hong Lu, Matthias Scheutz

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

Comments 8 pages, 4 figures. Accepted at ICRA 2025

How Personality Traits Shape LLM Risk-Taking Behaviour

John Hartley, Conor Hamill, Devesh Batra, Dale Seddon, Ramin Okhrati, Raad Khraishi

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

Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi

Francesc Wilhelmi, Boris Bellalta, Szymon Szott, Katarzyna Kosek-Szott, Sergio Barrachina-Muñoz

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

Developing a Multilingual Dataset and Evaluation Metrics for Code-Switching: A Focus on Hong Kong's Polylingual Dynamics

Peng Xie, Kani Chen

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

ReaLJam: Real-Time Human-AI Music Jamming with Reinforcement Learning-Tuned Transformers

Alexander Scarlatos, Yusong Wu, Ian Simon, Adam Roberts, Tim Cooijmans, Natasha Jaques, Cassie Tarakajian, Cheng-Zhi Anna Huang

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

Comments Published in Extended Abstracts of the CHI Conference on Human Factors in Computing Systems (CHI EA '25), April 26-May 1, 2025, Yokohama, Japan

Shared Autonomy for Proximal Teaching

Megha Srivastava, Reihaneh Iranmanesh, Yuchen Cui, Deepak Gopinath, Emily Sumner, Andrew Silva, Laporsha Dees, Guy Rosman, Dorsa Sadigh

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

Comments Accepted to ACM/IEEE International Conference on Human-Robot Interaction, 2025