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This paper presents our ongoing work toward developing an enterprise-ready Computer Using Generalist Agent (CUGA) system.
Webarena: A realistic web environment for building autonomous agents
Shuyan Zhou, Frank F Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Yonatan Bisk, Daniel Fried, Uri Alon, et al · 2023
Earlier work this paper cites.
Introducing computer use, a new claude 3.5 sonnet, and claude 3.5 haiku
Anthropic · 2024
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The browsergym ecosystem for web agent research, 2024
Thibault Le Sellier De Chezelles, Maxime Gasse, Alexandre Drouin, Massimo Caccia, Léo Boisvert, Megh Thakkar, Tom Marty, Rim Assouel, Sahar Omidi Shayegan, Lawrence Keunho Jang, Xing Han Lù, Ori Yoran, Dehan Kong, Frank F. Xu, Siva Reddy, Quentin Cappart, Graham Neubig, Ruslan Salakhutdinov, Nicolas Chapados, and Alexandre Lacoste · 2024
Earlier work this paper cites.
St-webagentbench: A benchmark for evaluating safety and trustworthiness in web agents
Ido Levy, Ben Wiesel, Sami Marreed, Alon Oved, Avi Yaeli, and Segev Shlomov · 2024
Cited alongside, same era.
AppWorld: A controllable world of apps and people for benchmarking interactive coding agents
Harsh Trivedi, Tushar Khot, Mareike Hartmann, Ruskin Manku, Vinty Dong, Edward Li, Shashank Gupta, Ashish Sabharwal, and Niranjan Balasubramanian · 2024
Cited alongside, same era.
Theagentcompany: Benchmarking llm agents on consequential real world tasks, 2024
Frank F. Xu, Yufan Song, Boxuan Li, Yuxuan Tang, Kritanjali Jain, Mengxue Bao, Zora Z. Wang, Xuhui Zhou, Zhitong Guo, Murong Cao, Mingyang Yang, Hao Yang Lu, Amaad Martin, Zhe Su, Leander Maben, Raj Mehta, Wayne Chi, Lawrence Jang, Yiqing Xie, Shuyan Zhou, and Graham Neubig · 2024
Cited alongside, same era.
Operator system card
OpenAI · 2025
Closest in time.
Webarena leaderboard
Shuyan Zhou, Frank F Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Yonatan Bisk, Daniel Fried, Uri Alon, et al · 2025
Closest in time.
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