From classical to quantum reinforcement learning and its applications in quantum control: A beginner’s tutorial

Why This Paper Matters

• This paper contributes to the Quantum Foundations research area in the Quantum Articles archive.
• It adds a 2026 reference point for readers tracking recent quantum research.
• This tutorial is designed to make reinforcement learning (RL) more accessible to undergraduate students and researchers by offering clear, example-driven explanations.