MobileForge: Annotation-Free Adaptation for Mobile GUI Agents with Hierarchical Feedback-Guided Policy Optimization
MobileForge enables efficient adaptation of mobile GUI agents through annotation-free learning by combining real app interaction grounding with hierarchical feedback-guided policy…
Hugging Face · Daily Papers
·Guangyi Liu, Pengxiang Zhao
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·▲ 34 upvotes
Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.
Autores: Guangyi Liu, Pengxiang Zhao, Gao Wu, Yiwen Yin, Mading Li, Liang Liu
- 34 upvotes da comunidade
- Temas: MLLM-based mobile GUI agents, annotation-free GUI learning, MobileGym, Hierarchical Feedback-Guided Policy Optimization, GRPO updates, Pass@3
Resumo
Resumo original (em inglês), extraído do paper:
MobileForge enables efficient adaptation of mobile GUI agents through annotation-free learning by combining real app interaction grounding with hierarchical feedback-guided policy optimization.