Position-aware state encoding, regime detection (feature-based + HMM), slippage modeling, curriculum learning, multi-timeframe fusion (default on), online learning with EWC, and A/B testing with Thompson Sampling. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>