AI Agent

Towards Achieving Human Parity on End-to-end Simultaneous Speech Translation via LLM Agent

Shanbo Cheng, Zhichao Huang, Tom Ko, Hang Li, Ningxin Peng, Lu Xu, Qini Zhang

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

Comments Authors are listed in alphabetical order by last name. Demonstrations and human-annotated test sets are available at https://byteresearchcla.github.io/clasi

Generative Organizational Behavior Simulation using Large Language Model based Autonomous Agents: A Holacracy Perspective

Chen Zhu, Yihang Cheng, Jingshuai Zhang, Yusheng Qiu, Sitao Xia, Hengshu Zhu

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

Natural Language Programming in Medicine: Administering Evidence Based Clinical Workflows with Autonomous Agents Powered by Generative Large Language Models

Akhil Vaid, Joshua Lampert, Juhee Lee, Ashwin Sawant, Donald Apakama, Ankit Sakhuja, Ali Soroush, Sarah Bick, Ethan Abbott, Hernando Gomez, Michael Hadley, Denise Lee, Isotta Landi, Son Q Duong, Nicole Bussola, Ismail Nabeel, Silke Muehlstedt, Silke Muehlstedt, Robert Freeman, Patricia Kovatch, Brendan Carr, Fei Wang, Benjamin Glicksberg, Edgar Argulian, Stamatios Lerakis, Rohan Khera, David L. Reich, Monica Kraft, Alexander Charney, Girish Nadkarni

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

Comments Figures: 5, Tables: 3

Tulip Agent -- Enabling LLM-Based Agents to Solve Tasks Using Large Tool Libraries

Felix Ocker, Daniel Tanneberg, Julian Eggert, Michael Gienger

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

Comments 19 pages, 4 figures

PrISM-Observer: Intervention Agent to Help Users Perform Everyday Procedures Sensed using a Smartwatch

Riku Arakawa, Hiromu Yakura, Mayank Goel

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

Comments conditionally accepted to ACM UIST 2024

A LLM Benchmark based on the Minecraft Builder Dialog Agent Task

Chris Madge, Massimo Poesio

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

Machine Learning for the identification of phase-transitions in interacting agent-based systems: a Desai-Zwanzig example

Nikolaos Evangelou, Dimitrios G. Giovanis, George A. Kevrekidis, Grigorios A. Pavliotis, Ioannis G. Kevrekidis

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

Comments 13 pages, 10 Figures

Bayesian calibration of stochastic agent based model via random forest

Connor Robertson, Cosmin Safta, Nicholson Collier, Jonathan Ozik, Jaideep Ray

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

A Super-human Vision-based Reinforcement Learning Agent for Autonomous Racing in Gran Turismo

Miguel Vasco, Takuma Seno, Kenta Kawamoto, Kaushik Subramanian, Peter R. Wurman, Peter Stone

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

Comments Accepted at the Reinforcement Learning Conference (RLC) 2024

Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement Simulation

Xinyi Mou, Zhongyu Wei, Xuanjing Huang

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

Comments Accepted to findings of ACL 2024

Rapport-Driven Virtual Agent: Rapport Building Dialogue Strategy for Improving User Experience at First Meeting

Muhammad Yeza Baihaqi, Angel García Contreras, Seiya Kawano, Koichiro Yoshino

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

Comments will be presented at INTERSPEECH 2024

Speaker Verification in Agent-Generated Conversations

Yizhe Yang, Palakorn Achananuparp, Heyan Huang, Jing Jiang, Ee-Peng Lim

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

LLM-Augmented Agent-Based Modelling for Social Simulations: Challenges and Opportunities

Onder Gurcan

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

Comments 11 pages, 0 figures, Hybrid Human Artificial Intelligence (HHAI) 2024

Principal-Agent Hypothesis Testing

Stephen Bates, Michael I. Jordan, Michael Sklar, Jake A. Soloff

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

Reinforcement Learning in Agent-Based Market Simulation: Unveiling Realistic Stylized Facts and Behavior

Zhiyuan Yao, Zheng Li, Matthew Thomas, Ionut Florescu

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

Comments Accpeted in IJCNN 2024

VCounselor: A Psychological Intervention Chat Agent Based on a Knowledge-Enhanced Large Language Model

H. Zhang, Z. Qiao, H. Wang, B. Duan, J. Yin

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

Comments 24 pages, 6 figures

Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models

Zehui Chen, Kuikun Liu, Qiuchen Wang, Wenwei Zhang, Jiangning Liu, Dahua Lin, Kai Chen, Feng Zhao

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

Comments Technical Report

MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization

Zhiyu Yang, Zihan Zhou, Shuo Wang, Xin Cong, Xu Han, Yukun Yan, Zhenghao Liu, Zhixing Tan, Pengyuan Liu, Dong Yu, Zhiyuan Liu, Xiaodong Shi, Maosong Sun

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

Comments Work in Progress

Driving Style Alignment for LLM-powered Driver Agent

Ruoxuan Yang, Xinyue Zhang, Anais Fernandez-Laaksonen, Xin Ding, Jiangtao Gong

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

ByteComposer: a Human-like Melody Composition Method based on Language Model Agent

Xia Liang, Xingjian Du, Jiaju Lin, Pei Zou, Yuan Wan, Bilei Zhu

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

Vision-based DRL Autonomous Driving Agent with Sim2Real Transfer

Dianzhao Li, Ostap Okhrin

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

Prospect Personalized Recommendation on Large Language Model-based Agent Platform

Jizhi Zhang, Keqin Bao, Wenjie Wang, Yang Zhang, Wentao Shi, Wanhong Xu, Fuli Feng, Tat-Seng Chua

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

Agent-based Modeling and Simulation of Human Muscle For Development of Human Gait Analyzer Application

Sina Saadati, Mohammadreza Razzazi

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

Comments 22 pages, 15 figures, 2 tables

Position Paper: Agent AI Towards a Holistic Intelligence

Qiuyuan Huang, Naoki Wake, Bidipta Sarkar, Zane Durante, Ran Gong, Rohan Taori, Yusuke Noda, Demetri Terzopoulos, Noboru Kuno, Ade Famoti, Ashley Llorens, John Langford, Hoi Vo, Li Fei-Fei, Katsu Ikeuchi, Jianfeng Gao

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

Comments 22 pages, 4 figures. arXiv admin note: substantial text overlap with arXiv:2401.03568

Knowledge-Infused LLM-Powered Conversational Health Agent: A Case Study for Diabetes Patients

Mahyar Abbasian, Zhongqi Yang, Elahe Khatibi, Pengfei Zhang, Nitish Nagesh, Iman Azimi, Ramesh Jain, Amir M. Rahmani

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

Comments 4 pages, 3 figures, and 2 tables, conference paper

Learning to Generate Context-Sensitive Backchannel Smiles for Embodied AI Agents with Applications in Mental Health Dialogues

Maneesh Bilalpur, Mert Inan, Dorsa Zeinali, Jeffrey F. Cohn, Malihe Alikhani

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

Comments Accepted to the Machine Learning for Cognitive and Mental Health Workshop at AAAI 2024

Asynchronous Diffusion Learning with Agent Subsampling and Local Updates

Elsa Rizk, Kun Yuan, Ali H. Sayed

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

Merging plans with incomplete knowledge about actions and goals through an agent-based reputation system

Javier Carbo, Jose M Molina, Miguel A Patricio

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

Agent-based Simulation with Netlogo to Evaluate AmI Scenarios

J. Carbo, N. Sanchez, J. M. Molina

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

Digital cloning of online social networks for language-sensitive agent-based modeling of misinformation spread

Prateek Puri, Gabriel Hassler, Anton Shenk, Sai Katragadda

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