GUI-Agents

UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction

UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction

Developing autonomous agents that can navigate diverse Graphical User Interfaces (GUIs) and solve complex tasks is essential for …

Shravan Nayak, Xiangru Jian, Kevin Lin, Juan A. Rodriguez, Motek Kalsi, Nicolas Chapados, Tamer Özsu, Aishwarya Agrawal, David Vazquez, Christopher Pal, Perouz Taslakian, Spandana Gella, Sai Rajeswar Mudumba

International Conference on Machine Learning (ICML), 2025.

The BrowserGym Ecosystem for Web Agent Research

The BrowserGym Ecosystem for Web Agent Research

The BrowserGym ecosystem addresses the growing need for efficient evaluation and benchmarking of web agents, particularly those …

Thibault Le Sellier De Chezelles, Maxime Gasse, Alexandre Drouin, Massimo Caccia, Léo Boisvert, Megh Thakkar, Tom Marty, Rim Assouel, Sahar Omidi Shayegan, Siva Reddy, Quentin Cappart, Graham Neubig, Nicolas Chapados, Alexandre Lacoste

Transactions on Machine Learning Research (TMLR), 2025.