Extracted algorithm research record
LSTM-PPO XAUUSD Trading Bot
Uses LSTM-PPO reinforcement learning to trade XAUUSD via MetaTrader5.
Source & extraction context
Evidence label: source_code (source claim, not independent verification). Recorded completeness: 50.0/100. Neither is a performance result.
Names identify source records. Inclusion is not an endorsement or a claim of authorship, ownership or reuse permission. Check the source license before reusing any implementation.
Extraction warnings
Opacity warnings
- UNDEFINED ENTRY TERM: the entry conditions are prose naming a concept with no numeric definition, so two readers would implement them differently. Advisory only -- this does not affect the score.
Recorded market & execution profile
- Recorded markets
- XAUUSD
- Recorded timeframes
- M1, M15
- Recorded sessions
- Not specified
- Recorded regime
- any
Recorded indicators & parameters
| Indicator | Parameters | Applied to |
|---|---|---|
| EMA | {"period": 7} | close |
| EMA | {"period": 21} | close |
| EMA | {"period": 50} | close |
| EMA | {"period": 200} | close |
| ADX | {} | close |
| STOCH | {} | close |
| VWAP | {} | close |
| GetRange | {} | close |
| RangeMA | {} | close |
| Indecision | {} | close |
| BullishBearish | {} | close |
| ExhaustionCandle | {} | close |
| BullishOB | {} | close |
| BearishOB | {} | close |
| OBMitigation | {} | close |
| BullishFVG | {} | close |
Extracted strategy rules
Recorded long-entry rules
- buy_score > 0
Recorded short-entry rules
- sell_score < 0
Recorded exit rules
- take_profit = 20 pips
- stop_loss = BASE_SL_PIPS * (1 - MIN_SL_SCALE * (1 - recovery_factor))
Recorded filters
- WinRateModel with MIN_WINRATE = 0.9
- Stop loss
- stop_loss = BASE_SL_PIPS * (1 - MIN_SL_SCALE * (1 - recovery_factor))
- Take profit
- take_profit = 20 pips
- Position sizing
- null
Questions about this record
What entry rules are recorded for LSTM-PPO XAUUSD Trading Bot?
Long: buy_score > 0 Short: sell_score < 0 These are unverified extracted rules.
Which markets and timeframes are recorded?
Markets: XAUUSD. Timeframes: M1, M15. These are source-recorded labels, not verified execution behavior.