AI Agent

Think Twice: A Human-like Two-stage Conversational Agent for Emotional Response Generation

Yushan Qian, Bo Wang, Shangzhao Ma, Wu Bin, Shuo Zhang, Dongming Zhao, Kun Huang, Yuexian Hou

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

Comments Accepted to AAMAS 2023

The Sandbox Environment for Generalizable Agent Research (SEGAR)

R Devon Hjelm, Bogdan Mazoure, Florian Golemo, Samira Ebrahimi Kahou, Pedro Braga, Felipe Frujeri, Mihai Jalobeanu, Andrey Kolobov

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

Conversational Health Agents: A Personalized LLM-Powered Agent Framework

Mahyar Abbasian, Iman Azimi, Amir M. Rahmani, Ramesh Jain

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

Comments 23 pages, 6 figures, 2 tables, 4 appendices, journal paper

Safe Guard: an LLM-agent for Real-time Voice-based Hate Speech Detection in Social Virtual Reality

Yiwen Xu, Qinyang Hou, Hongyu Wan, Mirjana Prpa

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

m&m's: A Benchmark to Evaluate Tool-Use for multi-step multi-modal Tasks

Zixian Ma, Weikai Huang, Jieyu Zhang, Tanmay Gupta, Ranjay Krishna

专题命中 Agent评测 ：tool-use(title)；planning(abstract)；分类 cs.CL

Critic as Lyapunov function (CALF): a model-free, stability-ensuring agent

Pavel Osinenko, Grigory Yaremenko, Roman Zashchitin, Anton Bolychev, Sinan Ibrahim, Dmitrii Dobriborsci

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

Comments IEEE Conference on Decision and Control. Accepted for publication in proceedings of the conference

Students' Perceived Roles, Opportunities, and Challenges of a Generative AI-powered Teachable Agent: A Case of Middle School Math Class

Yukyeong Song, Jinhee Kim, Zifeng Liu, Chenglu Li, Wanli Xing

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

An Implementation of Werewolf Agent That does not Truly Trust LLMs

Takehiro Sato, Shintaro Ozaki, Daisaku Yokoyama

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

JaxLife: An Open-Ended Agentic Simulator

Chris Lu, Michael Beukman, Michael Matthews, Jakob Foerster

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

Accelerating Hybrid Agent-Based Models and Fuzzy Cognitive Maps: How to Combine Agents who Think Alike?

Philippe J. Giabbanelli, Jack T. Beerman

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

Comments To appear at the 2024 Winter Simulation Conference

Tool-Assisted Agent on SQL Inspection and Refinement in Real-World Scenarios

Zhongyuan Wang, Richong Zhang, Zhijie Nie, Jaein Kim

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

Comments work in progress

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