Papers

• PersonaTrail: Benchmarking Personalized Web Agents through Browsing Trails (2026)
  Seungbin Yang et al.
  4.39
• Learning to Commit: Generating Organic Pull Requests via Online Repository Memory (2026)
  Mo Li et al.
  1.94
• WebGen-R1: Incentivizing Large Language Models to Generate Functional and Aesthetic Websites with Reinforcement Learning (2026)
  Juyong Jiang et al.
  1.94
• Cybernaut: Towards Reliable Web Automation (2025)
  Ankur Tomar et al.
  1.39
• IWR-Bench: Can LVLMs reconstruct interactive webpage from a user interaction video? (2025)
  Yang Chen et al.
  1.28
• WEPO: Web Element Preference Optimization for LLM-based Web Navigation (2024)
  Jiarun Liu et al.
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• WebArena: A Realistic Web Environment for Building Autonomous Agents (2023)
  Shuyan Zhou et al.
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• WebLINX: Real-World Website Navigation with Multi-Turn Dialogue (2024)
  Xing Han Lù et al.
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• WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning (2024)
  Zehan Qi et al.
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