Francesco Donnarumma

Cognitive behavior emerging in mechanical systems through reservoir encoding and active inference

Mechanical systems are traditionally designed as passive assets, where sensing, analysis, and control are treated as decoupled and externally prescribed processes. Reliance on predefined mechanistic models and supervised learning with offline optimization further limits their adaptability in changing environments. Draw...