most citedAlphaAgent: LLM-Driven Alpha Mining with Regularized Exploration to Counteract Alpha Decay

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cs.LG2026

Neural Predictor-Corrector: Solving Homotopy Problems with Reinforcement Learning

Jiayao Mai, Bangyan Liao, Zhenjun Zhao +6

The Homotopy paradigm, a general principle for solving challenging problems, appears across diverse domains such as robust optimization, global optimization, polynomial root-findin…