Regime-Adaptive Continual Learning for Portfolio Management

By Chaofan Pan, Lingfei Ren, Linbo Xiong, Yonghao Li, Wei Wei, Xin Yang

Published 2026-05-29

Everscope rating

1563.7

Relevance to quantitative trading

10 / 10

Implementation complexity

7 / 10

Reproducibility

4 / 5

About this paper

Methodology: ReCAP (Regime-aware Continual Adaptive Portfolio management). Problem types: Portfolio Optimization, Reinforcement Learning, Online Learning, Continual Learning, Anomaly Detection (regime change detection), Risk Management, Algorithmic Trading.

arXiv:2606.00143 · Code · Paper rankings

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