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05/19/2023
Inventing painting styles through natural inspiration
We propose two procedures to create painting styles using models trained...
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03/30/2022
Monte Carlo Tree Search based Hybrid Optimization of Variational Quantum Circuits
Variational quantum algorithms stand at the forefront of simulations on ...
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12/12/2020
Noise-Robust End-to-End Quantum Control using Deep Autoregressive Policy Networks
Variational quantum eigensolvers have recently received increased attent...
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10/07/2020
Reinforcement Learning for Many-Body Ground State Preparation based on Counter-Diabatic Driving
The Quantum Approximate Optimization Ansatz (QAOA) is a prominent exampl...
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02/04/2020
Policy Gradient based Quantum Approximate Optimization Algorithm
The quantum approximate optimization algorithm (QAOA), as a hybrid quant...
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11/30/2019