Variational Quantum Circuits for Deep Reinforcement Learning

Variational Quantum Circuits for Deep Reinforcement Learning

30 June 2019

Samuel Yen-Chi Chen

Chao-Han Huck Yang

Papers citing "Variational Quantum Circuits for Deep Reinforcement Learning"

11 / 11 papers shown

Title
Learning to Program Quantum Measurements for Machine Learning Samuel Yen-Chi Chen Huan-Hsin Tseng Hsin-Yi Lin Shinjae Yoo 96 0 0 18 May 2025
Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits Kaining Zhang Liu Liu Min-hsiu Hsieh Dacheng Tao 91 61 0 20 Feb 2025
Quantum Recurrent Neural Networks with Encoder-Decoder for Time-Dependent Partial Differential Equations Yuan Chen Abdul Khaliq Khaled M. Furati AI4CE 138 0 0 20 Feb 2025
Learning to Measure Quantum Neural Networks Samuel Yen-Chi Chen Huan-Hsin Tseng Hsin-Yi Lin Shinjae Yoo 65 5 0 10 Jan 2025
Quantum Hybrid Support Vector Machines for Stress Detection in Older Adults Md. Saif Hassan Onim Travis S. Humble Himanshu Thapliyal 57 0 0 10 Jan 2025
Quantum Diffusion Model for Quark and Gluon Jet Generation Mariia Baidachna Rey Guadarrama Gopal Ramesh Dahale Tom Magorsch Isabel Pedraza Konstantin T. Matchev Katia Matcheva Kyoungchul Kong S. Gleyzer DiffM 111 0 0 31 Dec 2024
Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit Design Won Joon Yun Yunseok Kwak Jae Pyoung Kim Hyunhee Cho Soyi Jung Jihong Park Joongheon Kim 77 47 0 20 Mar 2022
Enhanced Adversarial Strategically-Timed Attacks against Deep Reinforcement Learning Chao-Han Huck Yang Jun Qi Pin-Yu Chen Ouyang Yi I-Te Danny Hung Chin-Hui Lee Xiaoli Ma AAML 35 29 0 20 Feb 2020
Quantum enhancements for deep reinforcement learning in large spaces Sofiene Jerbi Lea M. Trenkwalder Hendrik Poulsen Nautrup Hans J. Briegel Vedran Dunjko 57 5 0 28 Oct 2019
Optimizing Quantum Error Correction Codes with Reinforcement Learning Hendrik Poulsen Nautrup Nicolas Delfosse Vedran Dunjko Hans J. Briegel N. Friis 49 155 0 20 Dec 2018
OpenAI Gym Greg Brockman Vicki Cheung Ludwig Pettersson Jonas Schneider John Schulman Jie Tang Wojciech Zaremba OffRL ODL 188 5,056 0 05 Jun 2016