AIBullisharXiv – CS AI · 9h ago7/10
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Escaping the Verifier: Learning to Reason via Demonstrations
Researchers introduce RARO, a new training method that enables Large Language Models to develop strong reasoning capabilities using only expert demonstrations, without requiring task-specific verifiers. The approach uses adversarial learning between a policy and critic to achieve significant performance improvements across multiple reasoning tasks.