Policy Gradients using Variational Quantum Circuits

20 March 2022

Papers citing "Policy Gradients using Variational Quantum Circuits"

10 / 10 papers shown

Title
Trainability issues in quantum policy gradients André Sequeira Luis Paulo Santos Luis Soares Barbosa 38 1 0 13 Jun 2024
A Study on Optimization Techniques for Variational Quantum Circuits in Reinforcement Learning Michael Kölle Timo Witter Tobias Rohe Gerhard Stenzel Philipp Altmann Thomas Gabor 26 2 0 20 May 2024
VQC-Based Reinforcement Learning with Data Re-uploading: Performance and Trainability Rodrigo Coelho André Sequeira Luis Paulo Santos 32 8 0 21 Jan 2024
On Quantum Natural Policy Gradients André Sequeira Luis Paulo Santos Luis Soares Barbosa 16 0 0 16 Jan 2024
Quantum Advantage Actor-Critic for Reinforcement Learning Michael Kolle Mohamad Hgog Fabian Ritz Philipp Altmann Maximilian Zorn Jonas Stein Claudia Linnhoff-Popien 31 5 0 13 Jan 2024
Quantum policy gradient algorithms Sofiene Jerbi A. Cornelissen M. Ozols Vedran Dunjko 29 11 0 19 Dec 2022
Short Quantum Circuits in Reinforcement Learning Policies for the Vehicle Routing Problem F. Sanches Sean J. Weinberg Takanori Ide Kazumitsu Kamiya 24 10 0 15 Sep 2021
Noisy intermediate-scale quantum (NISQ) algorithms Kishor Bharti Alba Cervera-Lierta T. Kyaw Tobias Haug Sumner Alperin-Lea ... Tim Menke Wai-Keong Mok Sukin Sim L. Kwek Alán Aspuru-Guzik 103 390 0 21 Jan 2021
Quantum reinforcement learning in continuous action space Shaojun Wu Shan Jin Dingding Wen Donghong Han Xiaoting Wang LRM 38 42 0 19 Dec 2020
Deep Reinforcement Learning for Autonomous Driving: A Survey B. R. Kiran Ibrahim Sobh V. Talpaert Patrick Mannion A. A. Sallab S. Yogamani P. Pérez 165 1,630 0 02 Feb 2020