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Prompting is Not All You Need! Evaluating LLM Agent Simulation Methodologies with Real-World Online Customer Behavior Data
26 March 2025
Yuxuan Lu
Jing Huang
Yan Han
Bennet Bei
Yaochen Xie
Jiri Gesi
Jessie Wang
Qi He
Wang
Qi He
Dakuo Wang
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Papers citing
"Prompting is Not All You Need! Evaluating LLM Agent Simulation Methodologies with Real-World Online Customer Behavior Data"
4 / 4 papers shown
Title
RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation
Qinyu Luo
Yining Ye
Shihao Liang
Zhong Zhang
Yujia Qin
...
Yankai Lin
Yingli Zhang
Xiaoyin Che
Zhiyuan Liu
Maosong Sun
LLMAG
87
42
0
26 Feb 2024
WebArena: A Realistic Web Environment for Building Autonomous Agents
Shuyan Zhou
Frank F. Xu
Hao Zhu
Xuhui Zhou
Robert Lo
...
Tianyue Ou
Yonatan Bisk
Daniel Fried
Uri Alon
Graham Neubig
LLMAG
143
454
0
25 Jul 2023
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis
Izzeddin Gur
Hiroki Furuta
Austin Huang
Mustafa Safdari
Yutaka Matsuo
Douglas Eck
Aleksandra Faust
LM&Ro
LLMAG
110
214
0
24 Jul 2023
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents
Shunyu Yao
Howard Chen
John Yang
Karthik Narasimhan
LLMAG
LM&Ro
112
494
0
04 Jul 2022
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