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Self Learning MT5

Aprendizaje por refuerzo recurrente

El aprendizaje por refuerzo recurrente (RRL en ingles) fue una técnica para afinar los sistemas de comercio financieros con el fin de maximizar la utilidad. La técnica RRL es un algoritmo de ascenso por gradiente estocástico que optimiza continuamente una medida de utilidad mediante el uso de nueva información del mercado. Aunque, en la mayoría de las discusiones sobre RRL, la información del mercado generalmente comprende una serie de retornos de precios retrasados. El sistema de negociación RRL básico está diseñado para comercializar un activo único con una acción de dos posiciones (larga/corta), que se produce mediante el uso de combinaciones lineales de rendimientos y una función tangente hiperbólica.

La rentabilidad y la estabilidad son dos factores particularmente importantes en un sistema de comercio financiero. En este estudio, utilizamos el índice de Sharpe para medir la rentabilidad y calculamos el índice Ratio de Sharpe utilizando los rendimientos diarios. Cabe señalar que el rendimiento comercial de los sistemas comerciales de tipo RRL se relaciona directamente con la inicialización de los parámetros de señal. Por lo tanto, la estabilidad se refiere a la consistencia de los ratios de Sharpe registrados a partir de reinicios independientes del sistema de comercio.

¿Qué es el aprendizaje por refuerzo?

El aprendizaje por refuerzo, en el contexto de la inteligencia artificial, es un tipo de programación dinámica que entrena algoritmos utilizando un sistema de recompensa y castigo.


Un algoritmo de aprendizaje de refuerzo, o agente, aprende interactuando con su entorno. El agente recibe recompensas por el desempeño correcto y penalizaciones por el desempeño incorrecto. El agente aprende sin intervención de un humano al maximizar su recompensa y minimizar su penalización.

Señal:https://www.mql5.com/es/signals/492595


Configuración recomendada para el Expert Advisor

  1. Par recomendado: USDJPY, EURJPY, GBPJPY ... Todos los pares que se cruzan con JPY
  2. Marco de tiempo o grafico: M30
  3. Depósito mínimo: $100

 

Descripción de entradas

  • Lot - Tamaño del contrato
  • sl_points  - Stop loss en puntos
  • tp_points  - Take profit en puntos
  • Magic - MagicNumber
  • Expert Comment - aquí se incluye un comentario para identificar los intercambios realizados por la EA
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Reindeer Scalper Pro is at   discount Price only Today, at 50%   of the Original Price! Reindeer Scalper Pro is a trading robot  for the trading on EURUSD, GBPUSD and XAUUSD ( Gold ). This is a mix of Trend Following and Counter Trend system.   Backtest Now! All Trades are covered by StopLoss and TakeProfit . Important Information Revealed By  purchasing  this Expert Advisor you are entitled  to receive a free copy  of   Sea Turtle Scalper Pro MT5 ! (All future updates included) -> To Receive
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Magic Seven MT5
Ozkan Kara
Price: $995        This price is only for first 5 buyers ! Next Price: $1295   Magic Seven  is a fully automated  EURUSD Daily Trend System. Before London Trading Season, EURUSD movements are small and predictable. The system focuses only Small and Steady Profits . The EA does not use grid, martingale, averaging  or other dangerous strategies.   It uses fixed stoploss for every position. I will always help you, please contact me ! General Strategy Definition Correct Open Time:    It opens
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Aura Gold EA MT5
Stanislav Tomilov
Limited number of copies will be sold on MQL5 market. Price $1999  Due to the large number of inquiries, the EA will be on sale until the end of January. RECOMMENDED BROKER FOR AURA GOLD Telegram channel:  https://t.me/aura_gold_ea Aura Gold EA  is a fully automated EA designed to trade  GOLD  only. It is based on machine learning cluster analysis and genetic algorithms. EA contains self-adaptive market algorithm, which uses price action patterns and standard trading indicators (CCI,ATR). Exper
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Perfect Score MT5
SERGEI RIEBIN
This robot enters the market at the opening of London Stock Exchange (LSE). It is based on short-term reversal patterns which use the tendency of FX prices to move toward their average value during the LSE session . The EA does not use indicators, grid, martingale, arbitrage. The trading system is suitable for both experienced traders and beginners. The EA includes protection against high spreads, and allows you to trade with a fixed or automatic lot size. Monitoring  - most popular signal at MQ
1 499 USD
Raptor MT5
Remy Aime Rene Louat
📢 Get it now ! Price rises of 100 USD each profitable month. Final price : 1999 USD Raptor is a smart expert mastering pairs : EURUSD,GBPUSD,USDJPY,USDCAD,NZDUSD,AUDUSD, USDCHF It was created to enter only the best trade of all currencies, when the direction is very predictable Join Telegram channel : https://t.me/s/Raptor_EA Don't rely on fake backtests ⛔ Buy only EA with live signal 📈  https://www.mql5.com/en/signals/907688 MT4 version :  https://www.mql5.com/en/market/product/6024
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Ice Forex MT5
Stanislav Tomilov
Price: $599 2 of 10 copies left at this price Next price $699 RECOMMENDED BROKER FOR ICE FOREX Telegram channel:  https://t.me/aura_gold_ea Ice Forex EA is based on Genetic Algorithms and Support Vector Machine Algorithm to trade in the Forex market. In machine learning, support-vector machines (SVMs, also support-vector networks are supervised learning models with associated learning algorithms that analyze data used for classification and regression analysis. No dangerous methods of money man
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Euro Master MT5
Stanislav Tomilov
Price: $499 5 of 10 copies left at this price Next price $599 Live signal  https://www.mql5.com/en/signals/866039 HIGLY RECOMMENDED BROKER FOR EUROMASTER Telegram channel:  https://t.me/aura_gold_ea Euro Master is an advanced, fully automated Expert developed to trade with EURUSD. Expert uses unique artificial intelligence technology for market analysis to find the best entry points. EA contains self-adaptive market algorithm with reinforcement learning elements. Reinforcement machine learning
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EA Gold Stuff mt5
Vasiliy Strukov
EA Gold Stuff mt5   is an Expert Advisor designed specifically for trading gold. The operation is based on opening orders using the   Gold Stuff mt5   indicator, thus the EA works according to the "Trend Follow" strategy, which means following the trend. For Expert Advisor need hedge type account  Real-time results can be viewed  here . Telegram group  here  telegram channel  here Current settings are always here A beginner's guide is here  SETTINGS Open new series -  on / off beginning of a ne
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SFE Indices MT5
Joel Juanpere
This EA trades indices CFDs, using different strategies. Live signal https://www.mql5.com/en/signals/901786 Usage Setup this EA requires some expertise because the CFDs products have some particularities in his definition in different brokers, therefore, is strongly recommended do a backtest before use it live, to be sure all is OK. You can visit the smartforexexpert website for view the current brokers tested and the set files for each broker. The default parameters corresponds to ICMa
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Portfolio X 10 eurusd
Mateus Botelho Mattos
EA with hundreds of unique strategies. Run multiple strategies simultaneously. Select your strategies and build your custom portfolio. Replace strategies anytime. Run multiple portfolios with this single EA. All strategies go through phases. Some strategies earn more profits than others. With Portfolio X running you can run multiple strategies so the profits of good strategies compensate for the losses in others, creating a smooth equity curve. Telegram Group for PortfolioX Members MT4 ve
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