The Red Queen's Trap: Limits of Deep Evolution in High-Frequency Trading

By Yijia Chen

Published 2025-12-19

Everscope rating

1631.7

Relevance to quantitative trading

9 / 10

Implementation complexity

9 / 10

Reproducibility

2 / 5

About this paper

Methodology: Galaxy Empire: Hybrid DRL-Evolutionary Computation Framework. Problem types: Time Series Forecasting, Reinforcement Learning, Algorithmic Execution, Portfolio Optimization, Risk Management, Market Making, Optimization.

arXiv:2512.15732 · Paper rankings

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