Neocs [top] -

The Neuro-Evolving Operational Control System (NEOCS) represents a robust alternative to gradient-based learning methods for safety-critical autonomous operations. By leveraging the diversity of evolutionary algorithms, NEOCS ensures that an autonomous agent is never "trapped" by a single brittle policy but possesses a library of adaptive solutions ready for deployment.

The system operates on a dual-loop mechanism: