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DART: Distributional Adversarial Recurrent Training for Algorithm Learning

Bao, Hieu Tran et al.
arXiv (All) · Papers
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artificial-intelligencemachine-learning
Recurrent reasoning models (RRMs) can solve structured problems, achieving easy-to-hard generalization through iterative computation in hidden space. These models are typically trained with instance-level supervision, which becomes increasingly problematic as task difficulty grows: valid solutions o
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