Author

Yan Zhang

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#artificial intelligence Preprint Sep 2026

Learn How to Act from Your Own Interactions: On-Policy Self-Distillation for GUI Agents

Graphical User Interface (GUI) agents enable the fulfillment of complex user instructions through multi-turn interactions with software environments, requiring step-wise reasoning and long-horizon memory to guide actions and retain task-relevant information, respectively. Recent on-policy self-distillation (OPSD) metho...

Yan Zhang, Dai-Qing Wu, Hua-Wen Shen et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Towards Omni-dimensional GUI Agent Navigation with Masked Trajectory Prediction

The MaP is proposed, a unified framework that seamlessly harmonizes divergent GUI navigation tasks and effectively mitigates gradient conflicts and significantly outperforms the direct mixture training, establishing a robust paradigm for multi-task GUI navigation.

Yan Zhang, Pei Fu, Dai-Qing Wu et al. · 0 citations