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Self Learning MT5

Recurrent reinforcement learning

Recurrent reinforcement learning (RRL) was a technique to tune financial trading systems for the purpose of utility maximization. The RRL technique is a stochastic gradient ascent algorithm which continuously optimizes a utility measure by using new market information. Although, in most discussions on RRL, the market information usually comprises a series of lagged price returns. The basic RRL trading system is designed to trade a single-asset with a two-position action (long/short), which is produced by using linear combinations of returns and a tanh function.

Profitability and stability are two particularly important factors in a financial trading system. In this study, we use the Sharpe ratio to measure the profitability and we calculate the Sharpe ratio using daily returns. It should be noted that the trading performance of RRL-type trading systems relates directly to the initialization of signal parameters. Therefore, stability refers to the consistency of the Sharpe ratios recorded from independent restarts of the trading system.

What is reinforcement learning?

Reinforcement learning, in the context of artificial intelligence, is a type of dynamic programming that trains algorithms using a system of reward and punishment.

A reinforcement learning algorithm, or agent, learns by interacting with its environment. The agent receives rewards by performing correctly and penalties for performing incorrectly. The agent learns without intervention from a human by maximizing its reward and minimizing its penalty.

Signal: https://www.mql5.com/en/signals/492595


Expert Advisor recommended configuration

  1. Recommended forex Pairs: USDJPY, EURJPY, GBPJPY... All pairs crossed with JPY
  2. Time-frame: M30 Chart
  3. Minimum deposit: $100


Inputs Description

  • Lot - Contract size
  • sl_points  - Stop loss in points
  • tp_points - Take profit in points
  • Magic
  • Expert Comment - Here you put a comment to identify the trades made by the EA
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1 copy of 10 left at this price Next 10 copies $999. Redshift MT5   is a fully automatic Expert Advisor for   Intraday  Trading.  it is  based on   Macd Indicator . The expert advisor is able to get a very high-rate of winning trades. Follow us on Telegram:   https://t.me/darktradingchannel The Expert was tested on the whole available historical period on   EURUSD, GBPUSD, USDCAD, AUDUSD and USDJPY M15  currency pair with exceptional results. You can download the demo and test it yourself. My t
448 USD
Cairo MT5
Ruben Octavio Gonzalez Aviles
🌄  Cairo   is a fast and dynamic algorithm with more than 99% profitable trades in a historical backtest. It usually opens multiple trades per week and closes them mostly within the same day. 📣  Introductory offer: SOLD OUT !  Only 2 of 10 copies  of this EA will be sold at the current price. Next price: $399 📣 NO martingale, smart recovery, grid trading or averaging in this algorithm. Be careful with such methods as they can quickly wipe out your portfolio. Recommended Broker:   www.vantage
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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
149 USD
Blueshift MT5
Marco Solito
1 copy of 10 left at this price Next 10 copies $599. Blueshift   is a fully automatic Expert Advisor for   Intraday  Trading.  it is  based on   Wpr and Ma Indicators . The expert advisor is able to get a very high-rate of winning trades. Follow us on Telegram:   https://t.me/darktradingchannel The Expert was tested on the whole available historical period on   XAUUSD (Gold) and XAGUSD (Silver) M15  with exceptional results. You can download the demo and test it yourself. My tests were performe
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Euro Master MT5
Stanislav Tomilov
Price: $499 4 of 10 copies left at this price Next price $599 Live signal  https://www.mql5.com/en/signals/866039 Telegram channel:  https://t.me/aura_gold_ea Euro Master is an advanced, fully automated Expert developed to trade with EURUSD. Expert uses unique artificial intelligence technology for market analysis to find the best entry points. EA contains self-adaptive market algorithm with reinforcement learning elements. Reinforcement machine learning differs from supervised learning in a wa
499 USD
Advanced Scalper MT5
Wim Schrynemakers
!! CURRENTLY AT 60% DISCOUNT OF FINAL PRICE !! ONLY 1 COPY LEFT AT 390$ Final price -> 990$ !! BUY ADVANCED SCALPER AND RECEIVE 1 EA FOR FREE !!* (*conditions apply, contact me after purchase) Advanced Scalper is the result of more than 15 years of studying the markets and programming expert advisors. It uses very advanced exit-algorithms and has a build in spread-filter and slippage-control algorithms. It is fully customisable to suit the client's needs and offers many setup possibilitie
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ATS Advisor MT5
Ivan Bebikov
The MT4 version of the expert Advisor is here -  https://www.mql5.com/en/market/product/49187 (In MT5 and MT4 versions, there may be slight differences due to the implementation of the code on MT5) ------------------------------------------------------------------------------------------------------------------------------------------------------------- I recommend testing on a broker like my report (IC Market. s).  (ECN account (Raw spread/Razor etc.)) The period for testing with 100% quality
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Kyoto MT5
Ruben Octavio Gonzalez Aviles
⛩  Kyoto is a fast and dynamic algorithm with more than 98% profitable trades in a historical backtest. It usually opens multiple trades per week and closes them mostly within the same day. 📣  Introductory offer: Only the next 3 copies of this EA will be sold at the current price.  📣 The price will increase after this threshold. NO m artingale, smart recovery, grid trading or averaging in this algorithm.Be careful with such methods as they can quickly wipe out your portfolio. Recommended Broke
249 USD
FrankoScalp MT5
Konstantin Kulikov
📢 Special offer for this week 🎁 Discount price - 397$  I have been developing, testing and correcting this automated scalping system for a long time:  https://www.mql5.com/en/signals/author/test-standart . Last settings for EA in the comment : #64 🛑  Telegram channel with news: https://t.me/EAFXPRO 🛑 Telegram group for questions and discussion: https://t.me/EAFXPRO_chat Currency pairs for which sets are developed: USDCHF, EURCHF, CADCHF, USDCAD, EURUSD, EURGBP, EURAUD, EURCAD, GBPUSD, GBPAU
397 USD
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