Where to Learn and How Far to Roll Out: Efficient Adaptive Training for GUI Agents
Two-stage adaptive training skips mastered prefixes and rolls out only where rewards inform.
Explainer · on the wire
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The claim, the mechanism, and the figures land here once generated.
Source · arXiv