EARCP: Self-Regulating Coherence-Aware Ensemble Architecture for Sequential Decision Making -- Ensemble Auto-Regule par Coherence et Performance

Researchers introduce EARCP, a new ensemble architecture for AI that dynamically weights different expert models based on performance and coherence. The system provides theoretical guarantees with sublinear regret bounds and has been tested on time series forecasting, activity recognition, and financial prediction tasks.