AI Agent

StepMathAgent: A Step-Wise Agent for Evaluating Mathematical Processes through Tree-of-Error

Shu-Xun Yang, Cunxiang Wang, Yidong Wang, Xiaotao Gu, Minlie Huang, Jie Tang

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

PCLA: A Framework for Testing Autonomous Agents in the CARLA Simulator

Masoud Jamshidiyan Tehrani, Jinhan Kim, Paolo Tonella

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

Comments This work will be published at the FSE 2025 demonstration track

PokéChamp: an Expert-level Minimax Language Agent

Seth Karten, Andy Luu Nguyen, Chi Jin

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

Comments 24 pages, 13 figures

A2Perf: Real-World Autonomous Agents Benchmark

Ikechukwu Uchendu, Jason Jabbour, Korneel Van den Berghe, Joel Runevic, Matthew Stewart, Jeffrey Ma, Srivatsan Krishnan, Izzeddin Gur, Austin Huang, Colton Bishop, Paige Bailey, Wenjie Jiang, Ebrahim M. Songhori, Sergio Guadarrama, Jie Tan, Jordan K. Terry, Aleksandra Faust, Vijay Janapa Reddi

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

Comments 32 pages, 12 figures, preprint

LTLf Synthesis on First-Order Agent Programs in Nondeterministic Environments

Till Hofmann, Jens Claßen

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

Comments AAAI'25

Vending-Bench: A Benchmark for Long-Term Coherence of Autonomous Agents

Axel Backlund, Lukas Petersson

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

Continuous Learning Conversational AI: A Personalized Agent Framework via A2C Reinforcement Learning

Nandakishor M, Anjali M

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

Learning Dexterous Bimanual Catch Skills through Adversarial-Cooperative Heterogeneous-Agent Reinforcement Learning

Taewoo Kim, Youngwoo Yoon, Jaehong Kim

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

Comments ICRA 2025 Accepted

SPeCtrum: A Grounded Framework for Multidimensional Identity Representation in LLM-Based Agent

Keyeun Lee, Seo Hyeong Kim, Seolhee Lee, Jinsu Eun, Yena Ko, Hayeon Jeon, Esther Hehsun Kim, Seonghye Cho, Soeun Yang, Eun-mee Kim, Hajin Lim

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

Comments 21 pages, 8 figures, 5 tables, Accepted in NAACL2025 Main

LLM Agent Honeypot: Monitoring AI Hacking Agents in the Wild

Reworr, Dmitrii Volkov

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

MoColl: Agent-Based Specific and General Model Collaboration for Image Captioning

Pu Yang, Bin Dong

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

GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent

Kangjia Zhao, Jiahui Song, Leigang Sha, Haozhan Shen, Zhi Chen, Tiancheng Zhao, Xiubo Liang, Jianwei Yin

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

INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent

Haohang Li, Yupeng Cao, Yangyang Yu, Shashidhar Reddy Javaji, Zhiyang Deng, Yueru He, Yuechen Jiang, Zining Zhu, Koduvayur Subbalakshmi, Guojun Xiong, Jimin Huang, Lingfei Qian, Xueqing Peng, Qianqian Xie, Jordan W. Suchow

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

SweetieChat: A Strategy-Enhanced Role-playing Framework for Diverse Scenarios Handling Emotional Support Agent

Jing Ye, Lu Xiang, Yaping Zhang, Chengqing Zong

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

Comments 24 pages. Accepted by COLING 2025

HackSynth: LLM Agent and Evaluation Framework for Autonomous Penetration Testing

Lajos Muzsai, David Imolai, András Lukács

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

Comments 16 pages, 9 figures

The Value-Sensitive Conversational Agent Co-Design Framework

Malak Sadek, Rafael A. Calvo, Celine Mougenot

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

Comments 23 pages, 8 figures. International Journal of Human Computer Interaction (2024)

SAGEval: The frontiers of Satisfactory Agent based NLG Evaluation for reference-free open-ended text

Reshmi Ghosh, Tianyi Yao, Lizzy Chen, Sadid Hasan, Tianwei Chen, Dario Bernal, Huitian Jiao, H M Sajjad Hossain

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

Designing Reliable Experiments with Generative Agent-Based Modeling: A Comprehensive Guide Using Concordia by Google DeepMind

Alejandro Leonardo García Navarro, Nataliia Koneva, Alfonso Sánchez-Macián, José Alberto Hernández, Manuel Goyanes

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

GuidelineGuard: An Agentic Framework for Medical Note Evaluation with Guideline Adherence

MD Ragib Shahriyear

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

Enhancing Cluster Resilience: LLM-agent Based Autonomous Intelligent Cluster Diagnosis System and Evaluation Framework

Honghao Shi, Longkai Cheng, Wenli Wu, Yuhang Wang, Xuan Liu, Shaokai Nie, Weixv Wang, Xuebin Min, Chunlei Men, Yonghua Lin

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

Comments 10 pages

Data-driven Control of Agent-based Models: an Equation/Variable-free Machine Learning Approach

Dimitrios G. Patsatzis, Lucia Russo, Ioannis G. Kevrekidis, Constantinos Siettos

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

Journal ref Journal of Computational Physics, 478, 111953, 2023

Prosody as a Teaching Signal for Agent Learning: Exploratory Studies and Algorithmic Implications

Matilda Knierim, Sahil Jain, Murat Han Aydoğan, Kenneth Mitra, Kush Desai, Akanksha Saran, Kim Baraka

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

Comments Published at the 26th ACM International Conference on Multimodal Interaction (ICMI) 2024

Dual-Agent Deep Reinforcement Learning for Dynamic Pricing and Replenishment

Yi Zheng, Zehao Li, Peng Jiang, Yijie Peng

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

Hip Fracture Patient Pathways and Agent-based Modelling

Alison N. O'Connor, Stephen E. Ryan, Gauri Vaidya, Paul Harford, Meghana Kshirsagar

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

Comments 6 pages, 2 figures

Learning Generative Interactive Environments By Trained Agent Exploration

Naser Kazemi, Nedko Savov, Danda Paudel, Luc Van Gool

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

Enabling Data-Driven and Empathetic Interactions: A Context-Aware 3D Virtual Agent in Mixed Reality for Enhanced Financial Customer Experience

Cindy Xu, Mengyu Chen, Pranav Deshpande, Elvir Azanli, Runqing Yang, Joseph Ligman

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

Comments to appear at 1st Workshop on Intelligent XR: Harnessing AI for Next-Generation XR User Experiences at International Symposium on Mixed and Augmented Reality (ISMAR) 2024

Training Interactive Agent in Large FPS Game Map with Rule-enhanced Reinforcement Learning

Chen Zhang, Huan Hu, Yuan Zhou, Qiyang Cao, Ruochen Liu, Wenya Wei, Elvis S. Liu

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

The Impact of Element Ordering on LM Agent Performance

Wayne Chi, Ameet Talwalkar, Chris Donahue

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

Dynamic Pricing in Securities Lending Market: Application in Revenue Optimization for an Agent Lender Portfolio

Jing Xu, Yung-Cheng Hsu, William Biscarri

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

Comments 7 pages, 8 figures

UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction

Yansong Ning, Hao Liu

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

Comments NeurIPS 2024