88 citations · 103 across the 3 of their papers we have counts for
3 papers
quant-ph2022★ 88 cited
Exploring the Advantages of Quantum Generative Adversarial Networks in Generative Chemistry
Po-Yu Kao, Ya-Chu Yang, Wei-Yin Chiang +8
De novo drug design with desired biological activities is crucial for developing novel therapeutics for patients. The drug development process is time and resource-consuming, and i…
quant-ph2022★ 15 cited
Unentangled quantum reinforcement learning agents in the OpenAI Gym
Jen-Yueh Hsiao, Yuxuan Du, Wei-Yin Chiang +2
Classical reinforcement learning (RL) has generated excellent results in different regions; however, its sample inefficiency remains a critical issue. In this paper, we provide con…
quant-ph2022
Quantum sensing on magnetic field inspired by Avian compass
Wei-Yin Chiang, Yuan-Chung Cheng, Min-Hsiu Hsieh
Magnetic measurement can be performed by various sensors, such as SQUID and Giant Magnetoresistance. This device can achieve high accuracy while losing efficiency and convenience.…