Enrico Prati

Title: Enrico Prati: Quantum Computing and Artificial Intelligence

Introduction

Enrico Prati is an inventor based in Rome, Italy, whose work includes applying artificial intelligence to quantum computing. His patent describes a computer-implemented method for compiling quantum operations in real time.

Latest Patents

Prati is associated with 1 patent: “Computer Implemented Method for Real Time Quantum Compiling Based on Artificial Intelligence.” The invention uses a machine-learning-trained algorithm to determine a quantum circuit that represents a specified single-qubit or multi-qubit operation. The algorithm receives a unitary matrix, a set of available quantum gates, a tolerance parameter, and information about when processing should stop. It then selects a combination of gates according to a policy learned through reinforcement learning and provides information about the resulting circuit.

The patent also describes training the algorithm using target unitary matrices and sets of quantum gates, followed by episodes of reinforcement learning. This approach is intended to support real-time quantum compilation.

Career Highlights

Prati’s professional affiliations include the National Research Council of Italy (Consiglio Nazionale delle Ricerche) and Politecnico di Milano. These institutions are associated with research and higher education in Italy.

Collaborations

Prati’s named collaborators include Lorenzo Moro and Marcello Restelli. Their collaboration is connected to work on artificial intelligence and quantum computing.

Conclusion

Enrico Prati’s patent brings reinforcement learning to the task of translating quantum operations into circuits, highlighting an innovative intersection of artificial intelligence and quantum computing.