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Cradle: Empowering Foundation Agents towards General Computer Control

Weihao Tan, Wentao Zhang, Xinrun Xu, Haochong Xia, Ziluo Ding, Boyu Li, Bohan Zhou, Junpeng Yue, Jiechuan Jiang, Yewen Li, Ruyi An, Molei Qin

2025Year
30Top-tier citations

Abstract

agents.github.io/Cradle Everyday I n f o r m a t i o n G a t h e r i n g A c t i o n P l a n n i n g T a s k I n f e r e n c e S k i l l C u r a t i o n S e l f -R e f l e c t i o n R e t r i e v e d S k i l l s : [' a i m ' ,' f o l l o w ' ,' t u r n ' ,' m o v e _ f o r w a r d ' ,'s h o w _ w e a p o n _ w h e e l ' . . . ]L a s t A c t i o n : t a k e _ c o v e r ( ) P r e v i o u s T a s k : P r e s s [ Q ] t o t a k e c o v e r . T h e l a s t a c t i o n w a s e x e c u t e d s u c c e s s f u l l y , a n d t h e t a s k i s c o m p l e t e d s i n c e n e w g u i d a n c e a p p e a r s . H o l d [ T A B ] t o s h o w t h e W e a p o n W h e e l . s h o w _ w e a p o n _ w h e e l ( ) H o l d [ T A B ] t o s h o w t h e W e a p o n W h e e l . G e n e r a t e d S k i l l : d e f s h o w _ w e a p o n _ w h e e l ( ) : i o _ e n v . k e y _ h o l d (' t a b ' )G u i d a n c e : # S e l e c t s p a r s n i p s e e d s f r o m t h e t o o l b a r . s e l e c t _ t o o l (k e y =' 6 ' ) # P l a n t s p a r s n i p s e e d s o n t h e t i l l e d s o i l . d o _ a c t i o n ( ) R e t r i e v e d S k i l l s : [' m o v e _ u p ' ,' m o v e _ d o w n ' ,' m o v e _ l e f t ' ,' m o v e _ r i g h t ' ,' s e l e c t _ t o o l ' ,' d o _ a c t i o n ' . .

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