Markets exhibit fundamentally different behaviors depending on liquidity, volatility, and participant psychology. Permalator agents incorporate an integrated Regime Detection Engine that classifies market states such as:
Trend expansion
Range-bound chop
High-volatility panic
Liquidation cascades
Volatility compression
This regime label is written into the agent’s memory alongside trade results.
Why Regime Detection Matters
Losses in a panic regime carry different learning value than losses in a choppy market. By anchoring outcomes to regime states, agents avoid overfitting and develop context-aware adaptations.
This enables:
Dynamic leverage control
Regime-specific risk models
Conditional signal activation
Improved survivability during extreme events
Regime awareness turns raw performance data into interpretable learning signals.