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; Russ Salakhutdinov; Daniel Fried (ACL (1), 2024)

MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts. - Haofei Yu; Zhengyang Qi; Lawrence Jang; Russ Salakhutdinov; Louis-Philippe Morency; Paul Pu Liang (EMNLP, 2024)

VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought. - Gabriel Sarch; Lawrence Jang; Michael J. Tarr; William W. Cohen; Kenneth Marino; Katerina Fragkiadaki (NeurIPS, 2024)

ICAL: Continual Learning of Multimodal Agents by Transforming Trajectories into Actionable Insights. - Gabriel Sarch; Lawrence Jang; Michael J. Tarr; William W. Cohen; Kenneth Marino; Katerina Fragkiadaki (CoRR, 2024)

Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale. - Rogerio Bonatti; Dan Zhao; Francesco Bonacci; Dillon Dupont; Sara Abdali; Yinheng Li; Yadong Lu; Justin Wagle; Kazuhito Koishida; Arthur Bucker; Lawrence Jang; Zack Hui (CoRR, 2024)

TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks. - Frank F. Xu; Yufan Song; Boxuan Li; Yuxuan Tang; Kritanjali Jain; Mengxue Bao; Zora Zhiruo Wang; Xuhui Zhou; Zhitong Guo; Murong Cao; Mingyang Yang; Hao Yang Lu; et al. (CoRR, 2024)

VideoWebArena: Evaluating Long Context Multimodal Agents with Video Understanding Web Tasks. - Lawrence Keunho Jang; Yinheng Li; Dan Zhao; Charles Ding; Justin Lin; Paul Pu Liang; Rogerio Bonatti; Kazuhito Koishida (ICLR, 2025)

The BrowserGym Ecosystem for Web Agent Research. - Thibault Le Sellier de Chezelles; Maxime Gasse; Alexandre Lacoste; Massimo Caccia; Alexandre Drouin; Léo Boisvert; Megh Thakkar; Tom Marty; Rim Assouel; Sahar Omidi Shayegan; Lawrence Keunho Jang; Xing Han Lù; et al. (Trans. Mach. Learn. Res., 2025)