Quantum Reinforcement Learning via Policy Iteration

3 March 2022

Papers citing "Quantum Reinforcement Learning via Policy Iteration"

13 / 13 papers shown

Title
Fourier Analysis of Variational Quantum Circuits for Supervised Learning Marco Wiedmann Maniraman Periyasamy Daniel D. Scherer 39 0 0 05 Nov 2024
Differentiable Quantum Computing for Large-scale Linear Control Connor Clayton Jiaqi Leng Gengzhi Yang Yi-Ling Qiao Ming Lin Xiaodi Wu 31 0 0 03 Nov 2024
Warm-Start Variational Quantum Policy Iteration Nico Meyer Jakob Murauer Alexander Popov Christian Ufrecht Axel Plinge Christopher Mutschler Daniel D. Scherer 36 2 0 16 Apr 2024
Comprehensive Library of Variational LSE Solvers Nico Meyer Martin Röhn Jakob Murauer Axel Plinge Christopher Mutschler Daniel D. Scherer 36 2 0 15 Apr 2024
Quantum deep Q learning with distributed prioritized experience replay Samuel Yen-Chi Chen BDL 31 6 0 19 Apr 2023
Quantum Deep Hedging El Amine Cherrat S. Raj Iordanis Kerenidis Abhishek Shekhar Ben Wood ... Pierre Minssen Ruslan Shaydulin Yue Sun Romina Yalovetzky Marco Pistoia 26 25 0 29 Mar 2023
Provably Efficient Exploration in Quantum Reinforcement Learning with Logarithmic Worst-Case Regret Han Zhong Jiachen Hu Yecheng Xue Tongyang Li Liwei Wang 26 4 0 21 Feb 2023
Asynchronous training of quantum reinforcement learning Samuel Yen-Chi Chen OffRL 29 18 0 12 Jan 2023
Quantum policy gradient algorithms Sofiene Jerbi A. Cornelissen M. Ozols Vedran Dunjko 29 11 0 19 Dec 2022
A Survey on Quantum Reinforcement Learning Nico Meyer Christian Ufrecht Maniraman Periyasamy Daniel D. Scherer Axel Plinge Christopher Mutschler AI4CE LRM 39 52 0 07 Nov 2022
Quantum Policy Iteration via Amplitude Estimation and Grover Search -- Towards Quantum Advantage for Reinforcement Learning Simon Wiedemann D. Hein Steffen Udluft C. Mendl 25 1 0 09 Jun 2022
Quantum Deep Reinforcement Learning for Robot Navigation Tasks Hans Hohenfeld D. Heimann Felix Wiebe Frank Kirchner 32 18 0 24 Feb 2022
Quantum reinforcement learning in continuous action space Shaojun Wu Shan Jin Dingding Wen Donghong Han Xiaoting Wang LRM 46 42 0 19 Dec 2020