WILBUR: Adaptive In-Context Learning for Robust and Accurate Web Agents

WILBUR: Adaptive In-Context Learning for Robust and Accurate Web Agents

8 April 2024

Artem Harutyunyan

Giovanni Campagna

Papers citing "WILBUR: Adaptive In-Context Learning for Robust and Accurate Web Agents"

14 / 14 papers shown

Title
VLM Q-Learning: Aligning Vision-Language Models for Interactive Decision-Making Jake Grigsby Yuke Zhu Michael S Ryoo Juan Carlos Niebles OffRL VLM 41 0 0 06 May 2025
WebLists: Extracting Structured Information From Complex Interactive Websites Using Executable LLM Agents Arth Bohra Manvel Saroyan Danil Melkozerov Vahe Karufanyan Gabriel Maher Pascal Weinberger Artem Harutyunyan Giovanni Campagna LLMAG 40 0 0 17 Apr 2025
Enhancing Web Agents with Explicit Rollback Mechanisms Z. Zhang Tianqing Fang Kaixin Ma W. Yu H. Zhang Haitao Mi Dong Yu KELM 63 1 0 16 Apr 2025
LLM Agents That Act Like Us: Accurate Human Behavior Simulation with Real-World Data Yuxuan Lu Jing Huang Yan Han Bennet Bei Yaochen Xie Dakuo Wang Jessie Wang Qi He 79 1 0 26 Mar 2025
Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks Lutfi Eren Erdogan Nicholas Lee Sehoon Kim Suhong Moon Hiroki Furuta Gopala Anumanchipalli K. K. Amir Gholami LLMAG LM&Ro AIFin 76 2 0 12 Mar 2025
OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization Hongliang He Wenlin Yao Kaixin Ma W. Yu H. Zhang Tianqing Fang Zhenzhong Lan Dong Yu LM&Ro LLMAG 43 9 0 25 Oct 2024
Beyond Browsing: API-Based Web Agents Yueqi Song Frank F. Xu Shuyan Zhou Graham Neubig 53 14 0 21 Oct 2024
Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation Hyungjoo Chae Namyoung Kim Kai Tzu-iunn Ong Minju Gwak Gwanwoo Song Jihoon Kim S. Kim Dongha Lee Jinyoung Yeo LLMAG 33 14 0 17 Oct 2024
Multimodal Auto Validation For Self-Refinement in Web Agents Ruhana Azam Tamer Abuelsaad Aditya Vempaty Ashish Jagmohan 23 1 0 01 Oct 2024
MathViz-E: A Case-study in Domain-Specialized Tool-Using Agents Arya Bulusu Brandon Man Ashish Jagmohan Aditya Vempaty Jennifer Mari-Wyka Deepak Akkil 33 2 0 24 Jul 2024
Agent-E: From Autonomous Web Navigation to Foundational Design Principles in Agentic Systems Tamer Abuelsaad Deepak Akkil Prasenjit Dey Ashish Jagmohan Aditya Vempaty Ravi Kokku 44 23 0 17 Jul 2024
Understanding HTML with Large Language Models Izzeddin Gur Ofir Nachum Yingjie Miao Mustafa Safdari Austin Huang Aakanksha Chowdhery Sharan Narang Noah Fiedel Aleksandra Faust AI4CE 136 70 0 08 Oct 2022
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 237 2,479 0 06 Oct 2022
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,918 0 31 Dec 2020