DeepUnfolding Agent: A Classical Quantum Adaptive Control API
DeepUnfolding-Agent creates a schema-driven API to decouple adaptive control logic from task execution in machine learning and quantum systems. It allows external executors to run optimization rounds using safe, bounded control actions derived from deep-unfolded intelligence. This enables reusable, traceable adaptive workflows across classical and hybrid environments.