**摘要**
Multimodal web agents can assist humans in operating repetitive GUI tasks, where effective task planning is essential for decomposing complex tasks into executable actions. While small open source MLLMs are cost efficient and privacy preserving compared with commercial large models, they suffer from weak planning and limited cross website generalization. To address these limitations, we introduce
👤 作者: Tianyi Men, Zhuoran Jin, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao

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🔗 **[Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning](https://arxiv.org/abs/2606.27330v1)**

> Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning
🏷️ 来源: ArXiv cs.AI
⏱️ 2026-06-26 14:01