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Trading Backtest on AAPL held-out one-hour (test)

1,925.01Average ReturnGRPO
-123.1036408.6182940.341,472.0618May 25, 2026

Evaluation results

MethodLinks
GRPO2026.051,925.016,408.1797.6972.86-1,235.17
GSPO2026.051,835.916,059.8351.8270.82-1,428.34
Q-Learning2026.0519.241,404.85.6115.41-53,564.33
PPO2026.05-44.331,538.851.6634.98-12,346.35