DeepAgent FX
- Whole period
- 2 years
- 1 year
- 6 months
- 3 months
- 1 month
Forward testing (Profit)
Monthly Statistics
- Jan
- Feb
- Mar
- Apr
- May
- Jun
- Jul
- Aug
- Sep
- Oct
- Nov
- Dec
Calendar for Months
About EA's Strategy
Translating...
(English Version Below)
トップレベルのAI研究者による出品・トップAI国際会議（ICML KDD EMNLP ECCVなど）に多数論文を執筆
🎉 先着10名様限定！40,000円！
🔥 11人目以降は80,000円！お早めに！
本システムは、複数のAIモデルを組み合わせたアンサンブル学習により、市場を分析し自動売買を行う次世代FXトレーディングシステムです。
開発にあたっては、過去数百万件に及ぶ為替市場データを学習データとして活用し、価格変動、トレンド、ボラティリティ、市場構造の変化などを分析しました。単一の売買ルールやテクニカル指標に依存するのではなく、複数のAIモデルがそれぞれ市場を評価し、その結果を統合して最終的な売買判断を行います。
上図に示すように、本システムは以下の流れで取引を実行します。
① 大規模市場データ解析
DeepAgent FXは、数百万件規模の市場データを学習し、多様な相場環境を解析します。
単純な価格変動だけでなく、
- 価格構造
- トレンド強度 ボラティリティ
- 市場レジーム
- モメンタム
- 流動性
市場全体の特徴をAIが総合的に理解します。これらの情報が、その後のすべての売買判断の基盤となります。
② トレンドポリシーエンジン
AIが判断を行う前に、独自開発のトレンドポリシーエンジンが取引候補を生成します。
市場状況を継続的に分析し、
- トレンド継続
- 押し目・戻り
- ブレイクアウト
- 市場構造
- エントリータイミング
- リスク条件
などを評価します。
一定条件を満たした候補のみがAIによる評価対象となります。
③ AIアンサンブル評価
DeepAgent FXでは、単一のAIモデルではなく、複数の機械学習モデルを組み合わせたアンサンブル学習を採用しています。
各AIがそれぞれ異なる視点から、
- 勝率
- リスクリワード
- 市場信頼度
- 相場環境との適合性
- 過去パターンとの類似性
を評価します。
最終的な売買判断は、複数AIによるコンセンサス（合意）によって決定されます。
④ AI信頼度スコアリング
すべての取引候補にはAI信頼度スコアが付与されます。一定以上の信頼度を満たしたシグナルのみを採用し、それ以外は自動的に除外します。
不要な取引を減らし、より期待値の高いトレードへ集中することを目的としています。
⑤ 動的ポジション最適化
DeepAgent FXは固定ロットでは運用しません。
AIの信頼度や市場状況に応じて、
- ロットサイズ
- ポジション比率
- リスク配分
- 利益管理
をリアルタイムに最適化します。
高い信頼度では積極的に、低い信頼度では保守的に取引を行います。
⑥ ライブトレード実行
すべての判断プロセスを通過したシグナルのみがMT5上で自動執行されます。
取引開始後も、
- 注文管理
- ストップロス管理
- トレーリング管理
- ポジション監視
などを継続的に実施し、市場変化へ対応します。
継続的な学習ループ
DeepAgent FXの研究版では、固定パラメータのEAとは異なり、実際の市場データや取引結果を継続的に学習へ反映しています。
市場環境の変化に適応しながら、AIモデルの改善を継続することで、長期的なパフォーマンス向上を目指しています。
※販売版では固定学習済みモデルを採用しています。
複数のAIモデルが考え、ひとつの判断を下す、膨大な市場データから学習したトレーディングエージェントです。
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This EA uses no Martingale, no hedging, and has a maximum stop loss of only 23 pips. The strategy is fully AI-trained.
Developed by Top AI Researchers ｜ Author of Multiple Papers at Leading AI Conferences (ICML • KDD • EMNLP • ECCV etc.)
🎉 Special Launch Offer!
First 10 Customers: JPY 40,000
🔥 Starting from the 11th Customer: JPY 80,000
DeepAgent FX is a next-generation automated trading system that leverages an ensemble of AI models to analyze financial markets and execute trades autonomously.
The system has been trained on millions of historical market observations, capturing patterns in price movements, trends, volatility, and changing market conditions. Rather than relying on a single trading rule or a handful of technical indicators, multiple AI models independently evaluate market signals and collectively contribute to the final trading decision.
① Large-Scale Market Data Analysis
DeepAgent FX is trained on millions of historical market records covering different market environments.
Rather than simply learning whether the market goes up or down, the system first extracts higher-level market characteristics including:
- Price Structure
- Trend Strength
- Volatility Regime
- Market Momentum
- Liquidity Conditions
These market representations provide the foundation for every trading decision.
② Trend Policy Engine
Before AI begins making predictions, a proprietary Trend Policy Engine generates candidate trading opportunities.
Instead of opening trades randomly, the engine continuously evaluates:
- Trend Continuation
- Pullback Quality
- Breakout Confirmation
- Market Structure
- Entry Timing
- Trading Constraints
Only qualified trading candidates proceed to the AI evaluation stage.
③ AI Ensemble Filtering
Rather than relying on a single AI model, DeepAgent FX combines multiple machine learning models through an ensemble architecture.
Each model evaluates the same opportunity from a different perspective, including:
- Win Probability
- Market Confidence
- Expected Reward
- Risk Assessment
- Historical Pattern Similarity
The final decision is produced through an ensemble consensus process, reducing overfitting while improving robustness.
④ Trade Confidence Scoring
Every candidate trade receives an AI confidence score.
Only opportunities that exceed predefined confidence requirements are allowed to enter the market.
This additional filtering layer significantly reduces unnecessary trades and focuses execution on higher-quality opportunities.
⑤ Dynamic Position Sizing
DeepAgent FX dynamically adjusts trading exposure according to market conditions.
Instead of using a fixed lot size, the system continuously optimizes:
- Position Size
- Maximum Exposure
- Risk Allocation
- Trade Management
Higher-confidence opportunities may receive larger allocations, while uncertain conditions are traded more conservatively.
⑥ Live Trading Execution
Once all decision layers are satisfied, DeepAgent FX automatically executes trades on MT5.
During live execution, multiple risk management modules continue monitoring:
- Order Execution
- Stop-Loss Management
- Trailing Protection
- Position Monitoring
The objective is not only to identify profitable opportunities but also to preserve capital under changing market conditions.
Continuous Learning Loop
Unlike traditional Expert Advisors with permanently fixed parameters, the research version of DeepAgent FX continuously incorporates newly observed market data into the training pipeline.
Trading performance, changing market dynamics, and new price behaviors are periodically fed back into the model development process, enabling the AI to evolve alongside the market.
(The marketplace version uses a fixed trained model, while the internal research version is periodically updated.)
At Last, our DeepAgent FX was built on multiple AI models with one trading decision trained on Large-Scale Market Data.
●Payment
Just like discretionary trading, there are those that decide trading and settlement timings by combining indicators, those that repeatedly buy or sell at certain price (pips) intervals, and trading methods that utilize market anomalies or temporal features. The variety is as rich as the methods in discretionary trading.
To categorize simply,
・Scalping (Type where trades are completed within a few minutes to a few hours),
・Day Trading (Type where trades are completed within several hours to about a day),
・Swing Trading (Type where trades are conducted over a relatively long period of about 1 day to 1 week)
・Grid/Martingale Trading (Holding multiple positions at equal or unequal intervals and settling all once a profit is made. Those that gradually increase the lot number are called Martingale.)
・Anomaly EA (Mid-price trading, early morning scalping)
However, a substantial advantage of automated trading is its ability to limit and predict risks beforehand.
[Risk]
Inherent to forex trading are the trading risks that undeniably exist in automated trading as well.
・Lot Size Risk
Increasing the lot size forcibly due to a high winning rate can, in rare instances, depending on the EA, lead to substantial Pips loss when a loss occurs. It is crucial to verify the SL Pips and the number of positions held before operating with an appropriate lot.
・Rapid Market Fluctuation Risk
There are instances where market prices fluctuate rapidly due to index announcements or unforeseen news. System trading does not account for such unpredictable market movements, rendering it incapable of making decisions on whether to settle in advance or abstain from trading. As a countermeasure, utilizing tools that halt the EA based on indicator announcements or the VIX (fear index) is also possible.
[Benefits]
・Operates 24 hours a day
If there is an opportunity, system trading will execute trades on your behalf consistently. It proves to be an extremely convenient tool for those unable to allocate time to trading.
・Trades dispassionately without being swayed by emotions
There is an absence of self-serving rule modifications, a common human tendency, such as increasing the lot size after consecutive losses in discretionary trading or, conversely, hastily securing profits with minimal gains.
・Accessible for beginners
To engage in Forex trading, there is no prerequisite to study; anyone using system trading will achieve the same results.
[Disadvantages]
・Cannot increase trading frequency at will
Since system trading operates based on pre-programmed conditions, depending on the type of EA, it might only execute trades a few times a month.
・Suitability may vary with market conditions
Depending on the trading type of the EA, there are periods more suited to trend trading and periods more suited to contrarian trading, making consistent results across all periods unlikely. While the previous year might have yielded good results, this year's performance might not be as promising, necessitating some level of discretion in determining whether it is an opportune time to operate.
・MT4 (MetaTrader 4. An account needs to be opened with a Forex company that offers MT4.)
・EA (A program for automated trading)
・The operating deposit required to run the EA
・A PC that can run 24 hours or a VPS (Virtual Private Server), where a virtual PC is hosted on a cloud server to run MT4.
Additionally, there are both demo and real accounts available. You can experience trading with virtual money by applying for a demo account. After opening a real account, you select the connection server assigned by the Forex broker, enter the password, and log in to the account.
When you deposit money into your account using the method specified by the forex broker, the funds will be reflected in your MT4 account, and you can trade.
Firstly, download the purchased EA file from your My Page on GogoJungle. You will download a zip (compressed) file, so right-click to extract it and retrieve the file named ‘◯◯◯ (EA name)_A19GAw09 (any 8 alphanumeric characters).ex4’ from inside.
Next, launch MT4 and navigate to ‘File’ → ‘Open Data Folder’ → ‘MQL4’ → ‘Experts’ folder, and place the ex4 file inside. Once done, close MT4 and restart it. Then, go to the upper menu ‘Tools’ → ‘Options’, and under ‘Expert Advisors’, ensure ‘Allow automated trading’ and ‘Allow DLL imports’ are checked, then press OK to close.
The necessary currency pair and time frame for the correct operation of the EA are specified on the EA sales page. Refer to this information and open the chart of the correct currency pair time frame (e.g., USDJPY5M for a USD/Yen 5-minute chart).
Within the menu navigator, under ‘Expert Advisors’, you will find the EA file name you placed earlier. Click to select it, then drag & drop it directly onto the chart to load the EA. Alternatively, you can double-click the EA name to load it onto the selected chart.
If ‘Authentication Success’ appears in the upper left of the chart, the authentication has been successful. To operate the EA, you need to keep your PC running 24 hours. Therefore, either disable the automatic sleep function or host MT4 on a VPS and operate the EA.
If you want to use it with an account other than the authenticated one, you need to reset the registered account.
To reset the account, close the MT4 where the Web authentication is registered, then go to My Page on GogoJungle > Use > Digital Contents > the relevant EA > press the ‘Reset’ button for the registration number, and the registered account will be released.
When the account is in a reset state, using the EA with another MT4 account will register a new account.
Also, you can reset the account an unlimited number of times.
→ Items to Check When EA is Not Operating
1 lot = 100,000 currency units
0.1 lot = 10,000 currency units
0.01 lot = 1,000 currency units
For USD/JPY, 1 lot would mean holding 100,000 dollars.
The margin required to hold lots is determined by the leverage set by the Forex broker.
If the leverage is 25 times, the margin required to hold 10,000 currency units of USD/JPY would be:
10000*109 (※ at a rate of 109 yen per dollar) ÷ 25 = 43,600 yen.
・Risk-Return Ratio: Total Profit and Loss during the period ÷ Maximum Drawdown
・Maximum Drawdown: The largest unrealized loss during the operation period
・Maximum Position Number: This is the maximum number of positions that the EA can theoretically hold at the same time
・TP (Take Profit): The set profit-taking Pips (or specified amount, etc.) in the EA's settings
・SL (Stop Loss): The set maximum loss pips (or specified amount, etc.) in the EA's settings
・Trailing Stop: Instead of settling at a specified Pips, once a certain profit is made, the settlement SL is raised at a certain interval (towards the profit), maximizing the profit. It is a method of settlement.
・Risk-Reward Ratio (Payoff Ratio): Average Profit ÷ Average Loss
・Hedging: Holding both buy and sell positions simultaneously (Some FX companies also have types where hedging is not allowed)
・MT4 Beginner's Guide
・Understanding System Trading Performance (Forward and Backtesting)
・Choosing Your First EA! Calculating Recommended Margin for EAs
・Comparing MT4 Accounts Based on Spread, Swap, and Execution Speed
・What is Web Authentication?
・Checklist for When Your EA Isn't Working
