FinRL

Deep reinforcement learning framework for automated trading in quantitative finance.

11.6kstars
AI FinanceOpen SourceFreeUpdated 2026-05-25
algorithmic-tradingquantitative-finance

Advantages

  • +Complete deep RL framework for finance
  • +Strong academic backing with papers and tutorials
  • +Multi-market support (stocks, forex, crypto)

Limitations

  • -RL training can be unstable
  • -Large gap between backtest and live performance
  • -Requires strong ML background
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