Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation

Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation

17 October 2024

Kai Tzu-iunn Ong

Papers citing "Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation"

9 / 9 papers shown

Title
WebEvolver: Enhancing Web Agent Self-Improvement with Coevolving World Model Tianqing Fang H. M. Zhang Z. Zhang Kaixin Ma W. Yu Haitao Mi Dong Yu LLMAG KELM 87 0 0 23 Apr 2025
ViMo: A Generative Visual GUI World Model for App Agent Dezhao Luo Bohan Tang Kang Li Georgios Papoudakis Jifei Song S. Gong Jianye Hao Jun Wang Kun Shao LM&Ro VGen 39 0 0 15 Apr 2025
SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills Boyuan Zheng Michael Y. Fatemi Xiaolong Jin Z. Wang Apurva Gandhi ... Yu Gu Jayanth Srinivasa Gaowen Liu Graham Neubig Yu Su CLL 27 0 0 09 Apr 2025
Towards Trustworthy GUI Agents: A Survey Yucheng Shi Wenhao Yu Wenlin Yao Wenhu Chen Ninghao Liu 37 2 0 30 Mar 2025
A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models Liangbo Ning Ziran Liang Zhuohang Jiang Haohao Qu Yujuan Ding ... Xiao Wei Shanru Lin Hui Liu Philip S. Yu Qing Li LLMAG LM&Ro 63 5 0 30 Mar 2025
StableToolBench-MirrorAPI: Modeling Tool Environments as Mirrors of 7,000+ Real-World APIs Zhicheng Guo Sijie Cheng Yuchen Niu Hao Wang Sicheng Zhou Wenbing Huang Yang Liu CLL OffRL 78 0 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 64 2 0 12 Mar 2025
WMNav: Integrating Vision-Language Models into World Models for Object Goal Navigation Dujun Nie Xianda Guo Yiqun Duan Ruijun Zhang Long Chen LM&Ro 110 1 0 04 Mar 2025
VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model Jiani Zheng Lu Wang Fangkai Yang C. Zhang Lingrui Mei Wenjie Yin Qingwei Lin Dongmei Zhang Saravan Rajmohan Qi Zhang OffRL 48 2 0 26 Feb 2025