A PPO agent trained for 2 million steps on EURUSD 15-minute data showed flat reward curves across all 5 seeds. Switching to SAC …
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Which DRL Algorithm for FX Trading — and Why the Max Drawdown Number Tells You Everything
DQN produced a higher annualized return than PPO in a commodity futures benchmark — 47.6% against 15.7%. It also produced a …
The EA That Worked for Three Years (Until the Broker Changed Spread Model)
A client contacted me in March because his EURUSD scalper — profitable since 2023, untouched code, identical settings — had lost …
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Why AI-Generated MQL Code Compiles But Fails in Live Trading
ChatGPT can generate 200 lines of MQL5 in 30 seconds. It will compile on the first try, produce a backtest with a respectable …
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