On Quantum Natural Policy Gradients

This article delves into the role of the quantum Fisher information matrix (FIM) in enhancing the performance of parameterized quantum circuit (PQC)-based reinforcement learning agents. While previous studies have highlighted the effectiveness of PQC-based policies preconditioned with the quantum FI...

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Bibliographic Details
Published in:IEEE Transactions on Quantum Engineering
Main Authors: Andre Sequeira, Luis Paulo Santos, Luis Soares Barbosa
Format: Article
Language:English
Published: IEEE 2024-01-01
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10569042/