AI Hybrid Trader
- エキスパート
- バージョン: 6.5
- アップデート済み: 30 5月 2026
- アクティベーション: 10
— AI-Hybrid Trader v6.05 —
The Ultimate Self-Evolving AI Trading System
🚀 LATEST UPDATE: Version 6.05 — Multi-Candle Patterns, AI Smart Exit & Genetic Training
🔥 What's New in v6.05:
- 🕯️ Multi-Candle Pattern Recognition — Neural Network features expanded to 24 multi-dimensional inputs, enabling the AI to read advanced price structures and candle patterns.
- 🚪 AI-Driven Smart Exit — The AI dynamically monitors active positions and closes them early upon detecting trend reversal patterns, safeguarding profits and cutting losses before static SL/TP is hit.
- 🧬 GA-Assisted Training (Genetic Optimization) — Automatically finds the absolute optimal training settings (learning rate, neural complexity, decision weights) for your specific market during the training cycle.
- 🛡️ Equity Guard (v6.04) — Built-in emergency drawdown circuit breaker that automatically closes all positions if floating loss hits a configured threshold, keeping your account safe during black-swan events.
- 📦 Modular Architecture (v6.03) — Re-engineered from the ground up into independent, high-speed compiled modules for sub-millisecond execution times and zero memory leaks.
AI-Hybrid-Trader v6.05 is a next-generation premium Expert Advisor that fuses advanced machine learning technology with battle-tested quantitative algorithms. Unlike classic trading robots that trade blindly using static formulas, this EA utilizes a proprietary Neural Network Ensemble that learns, adapts, and evolves as the market structure shifts.
Employing a unique Hybrid Intelligence Approach, the system blends proven algorithmic risk rules (70%) with dynamic AI cognitive layers (30%). The result is a highly reliable trading engine that **constantly evaluates its own performance** and manages risk with surgical precision.
🧠 ADVANCED AI TECHNOLOGY (NO INDICATORS NEEDED)
Cognitive Deep Learning Ensemble
- 🔬 Dynamic Neural Network Ensemble — Multiple neural layers analyze diverse market perspectives simultaneously, combining predictions to filters out noise and capture high-probability entries.
- 🎯 Q-Learning (Reinforcement Learning) — The EA learns from experience using a sophisticated memory buffer, optimizing its trading behavior over time to focus on maximum long-term reward.
- ⚡ Hybrid Intelligence System — Calibrated integration of 70% structural quantitative logic + 30% self-evolving AI confirmation for the ultimate trading confluence.
- 🧬 Adaptive Regime Intelligence — Automatically detects if the current market is Trending, Range-bound, or experiencing High Volatility, adjusting strategy parameters instantly.
🆕 SELF-EVALUATING SYSTEMS & POWERFUL MODULES
🛡️ Live Risk Intelligence Engine
- 🎚️ Confidence-Based Lot Sizing — Position sizing scales dynamically based on AI confidence. Strong AI signals = larger positions. Weak AI signals = smaller or zero trade exposure.
- 🚫 Signal Confidence Guard — Trades are automatically blocked if the AI confidence rating falls below your customized threshold.
- 🔒 Model-Aware Circuit Breaker — Halts EA trading functions immediately if the rolling prediction accuracy drops below a critical percentage. Your balance remains protected even in erratic markets.
📊 Real-Time Model Evaluator
- 📈 Rolling Accuracy Tracker — Continuously monitors and calculates the AI's win/loss ratio over a rolling window.
- ⚠️ Performance Degradation Alert — Instantly warns you when the model's accuracy drops below the threshold, prompting a retraining cycle before drawdown occurs.
- 📺 Live Dashboard — Interactive, clean visual display right on your MT5 chart showing the active AI status, accuracy, and system health.
🛡️ Capital Protection & Drawdown Guard
- 🚨 Emergency Equity Guard — Instantly closes all active trades if floating drawdown exceeds your risk limit, applying a cooling-off period to prevent emotional trading.
- 📏 Adaptive SL/TP & Trailing — Trailing stop adjustments, break-even triggers, and lock distances scale automatically based on dynamic volatility models.
- 🚫 Daily/Weekly Loss Limits — Strict absolute equity circuit breakers for professional-tier risk control.
⚙️ FULLY FEATURED TRADING SUITE
- 🤖 Autonomous AI Execution — 100% automated hands-off operation.
- 📊 Smart Grid Management — Volatility-guided grid spacing with cumulative TP targets, trailing average price features, and safety filter limits.
- 📰 Zero-Setup News Filter — Bypasses WebRequest hassles using MT5's Native Calendar API to automatically pause before high-impact events.
- ⏰ Session Time Filters — Define precise hours and days allowed for live trade execution.
⚠️ IMPORTANT: EA TRAINING IS REQUIRED BEFORE USE
This AI robot must learn its target market before live trading!
Unlike old-school static robots, AI-Hybrid-Trader needs to train on your chosen chart history:
- Attach the EA to your chart.
- Select TRAIN_AND_SAVE mode in settings.
- Run a quick backtest (1-2 minutes) to complete the training cycle.
- Check the Info Panel for "TRAINED" / "LOADED" status.
Training is fast, fully automated, and **absolutely crucial** for achieving optimal performance.
📈 RECOMMENDED CONDITIONS
| Parameter | Optimal Settings |
|---|---|
| Recommended Symbol | GOLD (XAUUSD), EURUSD, GBPUSD, USDJPY, and major pairs |
| Timeframes | M1, M5, M15, H1 (adaptively scales parameters automatically) |
| Minimum Deposit | $500 USD (recommended $1,000+ for proper risk scaling) |
| Leverage | 1:100 or higher |
| Account Type | Hedging or Netting (low spread / ECN accounts highly recommended) |
| VPS | Strongly recommended for consistent AI monitoring and live execution |
🆕 v6.05 EXCLUSIVE SETTINGS
| Feature Input Group | Description |
|---|---|
| AI Smart Exit Settings | Activate AI-driven early closing on trend exhaustion and candlestick pattern reversals. |
| Candlestick Pattern Filter | Enable/disable specific candle filters (Engulfing, Pin Bars, etc.) for high-precision entry validation. |
| Genetic Optimizer Settings | Configure generation size and mutations for evolutionary parameter adjustment. |
| Equity Guard | Manage emergency drawdown thresholds (% of balance) and cooldown periods. |
💡 WHY CHOOSE AI-HYBRID-TRADER v6.05?
✅ Pattern-Intelligent — Advanced 24-feature Neural Network recognizes multi-candle structures.
✅ Early Smart Exits — AI minimizes drawdowns by exiting bad trades before SL is hit.
✅ Drawdown Equity Guard — Ultimate insurance against extreme market volatility.
✅ Genetic Optimization — Evolutionary algorithms find the best trading weights automatically.
✅ Seamless News Integration — Uses native calendar to avoid high-impact events without WebRequest.
✅ Sizing by AI Confidence — Auto-scales position lots dynamically according to signal probability.
✅ Total Transparency — Rolling model evaluation and clear visual indicators shown live on-chart.
⚡ QUICK START GUIDE
METHOD 1: Via Info Panel (On Live Chart) — RECOMMENDED
- Attach EA to your live chart with InpBacktestMode = MODE_TRADING.
- Click the TRAIN MODEL button on the interactive panel.
- Watch the Visual Progress Bar load to 100% completion.
- Click SAVE MODEL to write the optimized AI weights to disk.
- Click LOAD MODEL to activate the live neural network engine.
METHOD 2: Via Strategy Tester (Fast Track)
- Open the MT5 Strategy Tester.
- Select this EA and choose your favorite chart and timeframe (e.g., XAUUSD M15).
- Set InpBacktestMode = TRAIN_AND_SAVE.
- Run a backtest (1-2 minutes) — the AI model is automatically optimized and saved.
- Attach the EA to your live trading chart in MODE_TRADING using the same Magic Number.
📋 Important Note on Strategy Tester Backtests
AI Hybrid Trader is designed for live, highly dynamic market environments. Because backtests are strictly static simulations, they cannot fully capture the self-evolving power of reinforcement learning or represent live outcomes where the native calendar news filter is active. We highly encourage evaluating the EA on a demo or micro-lot live account to truly witness its adaptive capability.
📜 VERSION HISTORY
v6.05 — Candle Patterns, AI Smart Exit & Genetic Training (Current)
- 🆕 Integrated Multi-Candle Pattern Recognition (24 NN features)
- 🆕 AI-Driven Smart Exit system utilizing reversal patterns
- 🆕 Integrated Genetic Algorithm (GA) Training Optimizer
- 🐛 Fixed: Training configuration totals parsed directly at runtime
v6.04 — Strategy-Aligned AI & Drawdown Guard
- 🆕 Rule-signal validation AI framework (win rate booster)
- 🆕 Emergency Equity Guard with automated cool-down block
- 🆕 Direct weight serialization (bypasses library bugs)
v6.03 — Modular Architecture & Bug Fixes
- 📦 Modular, high-speed separate header architecture
- 🐛 Fixed memory deallocation leak issues
- 🐛 Fixed position counting limits and trailing stop profit triggers
v6.02 — Signal Filter Fix, Grid Guard & Volatility BE
- 🐛 Fixed entry confirmation and grid expansion filters
- 🆕 Volatility-adaptive BreakEven and Trailing Stop models
- 📊 Unified trend engine across all timeframes
⚖️ Risk Disclaimer
Trading financial instruments carries a high level of risk. Past performance is not indicative of future results. The possibility exists that you could sustain a loss of some or all of your initial investment. Only invest capital you can afford to lose. Use this software responsibly.
