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trade-execution

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An intelligent Reinforcement Learning based trade execution engine trained on real SPY 1-minute data to minimize market impact and cost. Uses PPO in a custom Gym environment to dynamically decide execution quantities and outperforms traditional TWAP/VWAP strategies.

  • Updated Aug 25, 2025
  • Jupyter Notebook

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