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Gautam Shroff

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Jun 2026

AlgoEvolve: LLM-driven Meta-evolution of Algorithmic Trading Programs

AlgoEvolve is presented, an LLM-driven evolutionary framework that generates, evaluates, and iteratively improves executable trading strategies, and introduces a meta-evolutionary outer loop that evolves the prompts guiding program synthesis in the inner loop.

Dhruv Sharma, Gautam Shroff · 0 citations