Features

Minerva

The chat is your interface to the whole system. Describe what you want in plain English — “evolve a strategy on EURUSD H1”, “train a DQN for 5,000 steps”, “backtest this with risk-on” — and Minerva picks the right app, sets sensible defaults, runs the workflow, and streams progress back to you.

Minerva is also auditable. Every action she takes is logged with a tool name and the inputs she passed, so you can always see exactly what she did on your behalf.

NN Lab — deep reinforcement learning

Train trading policies on your historical bars with three model architectures:

• DQN — discrete actions (buy / sell / hold). Default choice, best tested.
• R2D2 — discrete actions with longer memory. When DQN forgets too quickly.
• GRU — continuous actions (sized entries). When you want position sizing, not just direction.

Training runs are checkpointed, resumable, and GPU-accelerated when available. The best model gets exported as a deployable .minerva package.

GA Lab — genetic strategy evolution

Evolve trading rules from a fixed set of primitives (price data, indicators, math, comparators, logic). The output is a readable .json formula tree — open it in any text editor and you understand exactly what the strategy does.

Use GA Lab when you want a strategy you can audit. Use NN Lab when you want a learned policy that generalises across regimes. The two compose: evolve a formula, train a neural net, combine them in the EA.

14 strategy modules, one composable EA

The MetaTrader EA (Minerva AI) is a multi-strategy composite — 14 modules wired together with a configurable voting rule (any, all, or N-of-M). Enable the ones that match your market:

• Trend (MA crossover), Mean Reversion (Bollinger + RSI), Breakout (Donchian + ATR)
• Neural Network (consumes NN Lab models), Genetic (consumes GA Lab formulas)
• VWAP Reversion, Volume Imbalance, Correlation (pairs), Order Block
• Support & Resistance, Session Filter, Trend Filter (regime gate)

Minerva enables, disables, and tunes modules based on the symbol and timeframe you’re trading. You can also drive this by hand via the .set file in MT4/5.

Real MetaTrader backtests

EvoAI drives MetaTrader 4 or 5 (under Wine on Linux) to run real backtests against your bar data. Minerva reads the report — Sharpe, net profit, max drawdown, trade count — and tells you whether the strategy is real or just curve-fit to history.

No synthetic backtests. No simulated fills. What MT4/5 says is what MT4/5 will do in production.

Built-in risk controls

Every strategy ships with a configurable risk envelope:

• Session Filter — restrict trading to London / NY / Asia windows
• Trend Filter — coarse gate on higher-timeframe regime
• Max consecutive losses — hard cap before the EA stops trading
• Recovery grids, trailing stops — opt-in, not default

Minerva never enables Martingale-style averaging without your explicit consent.

Works with MetaTrader 4 & 5

Drop the EA into your existing MT4 or MT5 chart. Most brokers support both, so there is no new platform to learn — just attach, configure, and trade. The desktop research apps run on Linux, Windows, and macOS.

Auditability & control

Minerva logs every action. The formulas are readable. The trained models are versioned. The .set files in MT4/5 are editable by hand. You can always inspect what the system is doing on your behalf and override any decision.