"web navigation agents" Papers

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

Hyungjoo Chae, Namyoung Kim, Kai Ong et al.

ICLR 2025arXiv:2410.13232
65
citations

Web-Shepherd: Advancing PRMs for Reinforcing Web Agents

Hyungjoo Chae, Seonghwan Kim, Junhee Cho et al.

NEURIPS 2025spotlightarXiv:2505.15277
8
citations

WebThinker: Empowering Large Reasoning Models with Deep Research Capability

Xiaoxi Li, Jiajie Jin, Guanting Dong et al.

NEURIPS 2025arXiv:2504.21776
198
citations