Chaofan Pan
1 indexed paper
Recent (6 mo)
1With code
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126
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Portfolio Management×1AI×1
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Research Timeline
2026
Regime-Adaptive Continual Learning for Portfolio Management
The paper proposes ReCAP, a novel continual learning framework for portfolio management, which adaptively combines policies from a library based on detected market regimes to achieve superior long-term returns and rapid adaptation to market shifts.
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Papers
q-fin.PMcs.AIRecentMay 29, 2026
Regime-Adaptive Continual Learning for Portfolio Management
Chaofan Pan, Lingfei Ren, Linbo Xiong, Yonghao Li +2 more
The paper proposes ReCAP, a novel continual learning framework for portfolio management, which adaptively combines policies from a library based on detected market regimes to achieve superior long-ter…
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