AIBullisharXiv – CS AI · 9h ago6/10
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LiteGUI: Distilling Compact GUI Agents with Reinforcement Learning
Researchers introduce LiteGUI, a novel training framework that enhances lightweight GUI agents (2B-3B parameters) through reinforcement learning and knowledge distillation, achieving competitive performance with much larger models. The approach addresses key limitations of traditional supervised fine-tuning by incorporating multi-solution learning and dynamic retrieval mechanisms to reduce hallucinations in automated interface interaction tasks.