AIBullisharXiv โ CS AI ยท 5d ago7/103
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GAR: Generative Adversarial Reinforcement Learning for Formal Theorem Proving
Researchers introduce GAR (Generative Adversarial Reinforcement Learning), a new AI training framework that jointly trains problem generators and solvers in an adversarial loop for formal theorem proving. The method shows significant improvements in mathematical proof capabilities, with models achieving 4.20% average relative improvement on benchmark tests.