Author

Mengbo Song

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Open access Aug 2026

From Verifiable Rewards to Autonomous Evolution: Reinforcement Learning-Driven Large Language Model Reasoning Abilities

The aim of this paper is to describe the potential autonomous advancements the next generations of large language models may evolve and want to offer some suggestions as a theoretical and a technical framework.

Mengbo Song · Mathematical Modeling and Al... · 0 citations