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We introduce LiteWebAgent, an open-source suite for VLM-based web agent applications.
World of bits: An open-domain platform for web-based agents
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Webarena: A realistic web environment for building autonomous agents
Shuyan Zhou, Frank F Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Tianyue Ou, Yonatan Bisk, Daniel Fried, et al. 2023 · 2023
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Step: Stacked llm policies for web actions
Paloma Sodhi, SRK Branavan, Yoav Artzi, and Ryan McDonald. 2024 · 2024
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Zora Zhiruo Wang, Jiayuan Mao, Daniel Fried, and Graham Neubig. 2024 · 2024
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Improving autonomous ai agents with reflective tree search and self-learning
Xiao Yu, Baolin Peng, Vineeth Vajipey, Hao Cheng, Michel Galley, Jianfeng Gao, and Zhou Yu. 2024 · 2024
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Visualwebarena: Evaluating multimodal agents on realistic visual web tasks
Jing Yu Koh, Robert Lo, Lawrence Jang, Vikram Duvvur, Ming Chong Lim, Po-Yu Huang, Graham Neubig, Shuyan Zhou, Ruslan Salakhutdinov, and Daniel Fried. 2024a
Cited in the paper.
Tree search for language model agents
Jing Yu Koh, Stephen McAleer, Daniel Fried, and Ruslan Salakhutdinov. 2024b
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Litemultiagent: The library for llm-based multi-agent applications
Danqing Zhang, Balaji Rama, Jingyi Ni, and Shiying He. 2024a
Cited in the paper.
Litewebagent: The library for llm-based web-agent applications
Danqing Zhang, Balaji Rama, Jingyi Ni, and Shiying He. 2024b
Cited in the paper.
Yao Zhang, Zijian Ma, Yunpu Ma, Zhen Han, Yu Wu, and Volker Tresp. 2024c
Cited in the paper.
Gpt-4v (ision) is a generalist web agent, if grounded
Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, and Yu Su
Cited in the paper.
Language agent tree search unifies reasoning, acting, and planning in language models
Andy Zhou, Kai Yan, Michal Shlapentokh-Rothman, Haohan Wang, and Yu-Xiong Wang
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