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SearchEyes achieves state-of-the-art performance in multimodal search by unifying training data, environments, and rewards into a cohesive simulated world.
UniCoder achieves state-of-the-art visual-to-code generation by transforming blind exploration into guided policy improvement, setting a new standard for the field.
DOPD reveals that intelligently routing supervision based on advantage gaps can significantly enhance capability transfer in distillation, outperforming conventional methods.
