Automatic spin-chain learning to explore the quantum speed limit

Understand

One of the ambitious goals of artificial intelligence is to build a machine that outperforms human intelligence, even if limited knowledge and data are provided.

• Reinforcement Learning (RL) provides one such possibility to reach this goal.
• In this work, we consider a specific task from quantum physics, i.e.
• quantum state transfer in a one-dimensional spin chain.