Lean Programming Language

Formal languages like Lean enable automatic verification, making them advantageous for reinforcement learning (RL) through Lemma-Style Proving: proving intermediate lemmas first → utilizing them for main theorems, and Iterative Refinement: iteratively improving proofs using Lean feedback, self-summarization, and leveraging previous proofs.