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Xi-Chen Song

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2026

Fixed Deep Residual Networks with Multi-Objective Proximal Policy Optimization for Adaptive Trading

The results show that a fixed residual random projection can support profitable preference conditioned policies in some Bitcoin backtests, but they do not establish statistically robust superiority, improved maximum drawdown control, or a smooth continuous risk-return frontier.

Xi-Chen Song · 0 citations

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