AI Agent

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay

Young-Ho Bae, Casey C. Bennett

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

Comments 36 pages

VeriLA: A Human-Centered Evaluation Framework for Interpretable Verification of LLM Agent Failures

Yoo Yeon Sung, Hannah Kim, Dan Zhang

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

PASemiQA: Plan-Assisted Agent for Question Answering on Semi-Structured Data with Text and Relational Information

Hansi Yang, Qi Zhang, Wei Jiang, Jianguo Li

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

TripCraft: A Benchmark for Spatio-Temporally Fine Grained Travel Planning

Soumyabrata Chaudhuri, Pranav Purkar, Ritwik Raghav, Shubhojit Mallick, Manish Gupta, Abhik Jana, Shreya Ghosh

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

Comments 27 pages, 18 Tables and 6 Figures

AgentRefine: Enhancing Agent Generalization through Refinement Tuning

Dayuan Fu, Keqing He, Yejie Wang, Wentao Hong, Zhuoma Gongque, Weihao Zeng, Wei Wang, Jingang Wang, Xunliang Cai, Weiran Xu

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

Comments ICLR 2025

Level-Navi Agent: A Framework and benchmark for Chinese Web Search Agents

Chuanrui Hu, Shichong Xie, Baoxin Wang, Bin Chen, Xiaofeng Cong, Jun Zhang

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

XPath Agent: An Efficient XPath Programming Agent Based on LLM for Web Crawler

Yu Li, Bryce Wang, Xinyu Luan

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

Comments 10 pages, 2 figures

The Ann Arbor Architecture for Agent-Oriented Programming

Wei Dong

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

CP-Guard+: A New Paradigm for Malicious Agent Detection and Defense in Collaborative Perception

Senkang Hu, Yihang Tao, Zihan Fang, Guowen Xu, Yiqin Deng, Sam Kwong, Yuguang Fang

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

A Multimodal Automated Interpretability Agent

Tamar Rott Shaham, Sarah Schwettmann, Franklin Wang, Achyuta Rajaram, Evan Hernandez, Jacob Andreas, Antonio Torralba

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

Comments 25 pages, 13 figures

Agent-Based Uncertainty Awareness Improves Automated Radiology Report Labeling with an Open-Source Large Language Model

Hadas Ben-Atya, Naama Gavrielov, Zvi Badash, Gili Focht, Ruth Cytter-Kuint, Talar Hagopian, Dan Turner, Moti Freiman

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

Heterogeneity-aware Personalized Federated Learning via Adaptive Dual-Agent Reinforcement Learning

Xi Chen, Qin Li, Haibin Cai, Ting Wang

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

Evaluating Binary Decision Biases in Large Language Models: Implications for Fair Agent-Based Financial Simulations

Alicia Vidler, Toby Walsh

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

Comments 8 pages

BaiJia: A Large-Scale Role-Playing Agent Corpus of Chinese Historical Characters

Ting Bai, Jiazheng Kang, Jiayang Fan

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

A Competition Winning Deep Reinforcement Learning Agent in microRTS

Scott Goodfriend

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

Comments Best paper award nominee at IEEE Conference on Games 2024. 19 pages, 6 figures. Source code at https://github.com/sgoodfriend/rl-algo-impls

Journal ref 2024 IEEE Conference on Games (CoG), Milan, Italy, 2024, pp. 1-8

Proposer-Agent-Evaluator(PAE): Autonomous Skill Discovery For Foundation Model Internet Agents

Yifei Zhou, Qianlan Yang, Kaixiang Lin, Min Bai, Xiong Zhou, Yu-Xiong Wang, Sergey Levine, Erran Li

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

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent

Qiwei Zhao, Xujiang Zhao, Yanchi Liu, Wei Cheng, Yiyou Sun, Mika Oishi, Takao Osaki, Katsushi Matsuda, Huaxiu Yao, Haifeng Chen

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

Towards Adaptive Mechanism Activation in Language Agent

Ziyang Huang, Jun Zhao, Kang Liu

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

Comments COLING2025

Journal ref COLING2025

GIS Copilot: Towards an Autonomous GIS Agent for Spatial Analysis

Temitope Akinboyewa, Zhenlong Li, Huan Ning, M. Naser Lessani

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

BehaviorGPT: Smart Agent Simulation for Autonomous Driving with Next-Patch Prediction

Zikang Zhou, Haibo Hu, Xinhong Chen, Jianping Wang, Nan Guan, Kui Wu, Yung-Hui Li, Yu-Kai Huang, Chun Jason Xue

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

Comments NeurIPS 2024

Enabling Adaptive Agent Training in Open-Ended Simulators by Targeting Diversity

Robby Costales, Stefanos Nikolaidis

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

Comments NeurIPS 2024

ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation

Jingnan Zheng, Han Wang, An Zhang, Tai D. Nguyen, Jun Sun, Tat-Seng Chua

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

Journal ref 2024 Neurips

GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models

Shilong Li, Yancheng He, Hangyu Guo, Xingyuan Bu, Ge Bai, Jie Liu, Jiaheng Liu, Xingwei Qu, Yangguang Li, Wanli Ouyang, Wenbo Su, Bo Zheng

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

Comments [EMNLP 2024] The first four authors contributed equally, 29 pages

AGENT-CQ: Automatic Generation and Evaluation of Clarifying Questions for Conversational Search with LLMs

Clemencia Siro, Yifei Yuan, Mohammad Aliannejadi, Maarten de Rijke

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

Comments 23 pages

HR-Agent: A Task-Oriented Dialogue (TOD) LLM Agent Tailored for HR Applications

Weijie Xu, Jay Desai, Fanyou Wu, Josef Valvoda, Srinivasan H. Sengamedu

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

Articulated Animal AI: An Environment for Animal-like Cognition in a Limbed Agent

Jeremy Lucas, Isabeau Prémont-Schwarz

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

Comments 8 pages, accepted to Workshop on Open-World Agents (OWA-2024) at NeurIPS 2024 in Vancouver, Canada

Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering

Chang Zong, Yuchen Yan, Weiming Lu, Jian Shao, Eliot Huang, Heng Chang, Yueting Zhuang

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

Comments 8 pages, Accepted by EMNLP 2024

A Versatile Graph Learning Approach through LLM-based Agent

Lanning Wei, Huan Zhao, Xiaohan Zheng, Zhiqiang He, Quanming Yao

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

An Extremely Data-efficient and Generative LLM-based Reinforcement Learning Agent for Recommenders

Shuang Feng, Grace Feng

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

TourSynbio: A Multi-Modal Large Model and Agent Framework to Bridge Text and Protein Sequences for Protein Engineering

Yiqing Shen, Zan Chen, Michail Mamalakis, Yungeng Liu, Tianbin Li, Yanzhou Su, Junjun He, Pietro Liò, Yu Guang Wang

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