88 citations · 104 across the 3 of their papers we have counts for
3 papers
quant-ph2022★ 1 cited
Quantum Simulation of Preferred Tautomeric State Prediction
Yu Shee, Tzu-Lan Yeh, Jen-Yueh Hsiao +3
Prediction of tautomers plays an essential role in computer-aided drug discovery. However, it remains a challenging task nowadays to accurately predict the canonical tautomeric for…
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…