Reinforcement Learning with Quantum Variational Circuits

15 August 2020

Papers citing "Reinforcement Learning with Quantum Variational Circuits"

19 / 19 papers shown

Title
Quantum Implicit Neural Representations Jiaming Zhao Wenbo Qiao Peng Zhang Hui Gao 49 3 0 06 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
SLIQ: Quantum Image Similarity Networks on Noisy Quantum Computers Daniel Silver Tirthak Patel Aditya Ranjan Harshitta Gandhi William Cutler Devesh Tiwari 32 4 0 26 Sep 2023
Quantum Multi-Agent Reinforcement Learning for Autonomous Mobility Cooperation Soohyun Park Jae Pyoung Kim C. Park Soyi Jung Joongheon Kim 30 20 0 03 Aug 2023
Quantum deep Q learning with distributed prioritized experience replay Samuel Yen-Chi Chen BDL 23 5 0 19 Apr 2023
Quantum Multi-Agent Actor-Critic Neural Networks for Internet-Connected Multi-Robot Coordination in Smart Factory Management Won Joon Yun Jae Pyoung Kim Soyi Jung Jae-Hyun Kim Joongheon Kim OffRL 17 31 0 04 Jan 2023
Quantum policy gradient algorithms Sofiene Jerbi A. Cornelissen M. Ozols Vedran Dunjko 29 11 0 19 Dec 2022
Reservoir Computing via Quantum Recurrent Neural Networks Samuel Yen-Chi Chen D. Fry Amol Deshmukh V. Rastunkov Charlee Stefanski 21 16 0 04 Nov 2022
Quantum deep recurrent reinforcement learning Samuel Yen-Chi Chen 48 17 0 26 Oct 2022
Quantum Multi-Agent Meta Reinforcement Learning Won Joon Yun Jihong Park Joongheon Kim 19 34 0 22 Aug 2022
Quantum Policy Iteration via Amplitude Estimation and Grover Search -- Towards Quantum Advantage for Reinforcement Learning Simon Wiedemann D. Hein Steffen Udluft C. Mendl 23 19 0 09 Jun 2022
Equivariant quantum circuits for learning on weighted graphs Andrea Skolik Michele Cattelan S. Yarkoni Thomas Bäck Vedran Dunjko 26 68 0 12 May 2022
Policy Gradients using Variational Quantum Circuits André Sequeira L. Santos Luis Soares Barbosa 27 11 0 20 Mar 2022
Quantum Reinforcement Learning via Policy Iteration El Amine Cherrat Iordanis Kerenidis A. Prakash 23 23 0 03 Mar 2022
Cyber-Physical Defense in the Quantum Era Michel Barbeau Joaquín García 8 10 0 21 Feb 2022
Uncovering Instabilities in Variational-Quantum Deep Q-Networks Maja Franz Lucas Wolf Maniraman Periyasamy Christian Ufrecht Daniel D. Scherer Axel Plinge Christopher Mutschler Wolfgang Mauerer 24 29 0 10 Feb 2022
An Empirical Review of Optimization Techniques for Quantum Variational Circuits Owen Lockwood 18 16 0 03 Feb 2022
Federated Quantum Machine Learning Samuel Yen-Chi Chen Shinjae Yoo FedML AI4CE 11 115 0 22 Mar 2021
Parametrized quantum policies for reinforcement learning Sofiene Jerbi Casper Gyurik Simon Marshall H. Briegel Vedran Dunjko 40 103 0 09 Mar 2021