Global optimization of quantum dynamics with AlphaZero deep

Publications Jacob Sherson

How an algorithm became superhuman at Go - but not StarCraft - and then moved on to modeling proteins - Heidelberg Laureate Forum - SciLogs - Wissenschaftsblogs

Policy gradients using variational quantum circuits

AlphaGo tag ·

Global optimization of quantum dynamics with AlphaZero deep exploration

Quantum games and interactive tools for quantum technologies outreach and education

References For: Phys. Rev. Research 4, L012029 (2022) - Optimal control of quantum thermal machines using machine learning

How an algorithm became superhuman at Go - but not StarCraft - and then moved on to modeling proteins - Heidelberg Laureate Forum - SciLogs - Wissenschaftsblogs

Can AlphaZero Leap From Go & Chess to Quantum Computing?

Classical variational simulation of the Quantum Approximate Optimization Algorithm

A newcomer's guide to deep learning for inverse design in nano-photonics

Assessing Game Balance with AlphaZero: Exploring Alternative Rule Sets in Chess – arXiv Vanity