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Author

Tomasz Wachowicz

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Open access Sep 2026

Self-augmenting technical indicator with recurrent reinforcement learning: evidence from Forex markets

Skilled human traders often outperform rule-based algorithmic systems by intuitively recognizing path-dependent patterns in technical indicators. We introduce a reinforcement learning framework that extracts sequential information solely from technical indicator histories, specifically targeting the additional inform...

Tomasz Witkowski, Tomasz Wachowicz, Krzysztof Kania · 0 citations

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