105 citations · 217 across the 6 of their papers we have counts for
Showing 2021 · quant-phShow all
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quant-ph2021★ 105 cited
Variational Quantum Reinforcement Learning via Evolutionary Optimization
Samuel Yen-Chi Chen, Chih-Min Huang, Chia-Wei Hsing +2
Recent advance in classical reinforcement learning (RL) and quantum computation (QC) points to a promising direction of performing RL on a quantum computer. However, potential appl…
quant-ph2021★ 82 cited
An end-to-end trainable hybrid classical-quantum classifier
Samuel Yen-Chi Chen, Chih-Min Huang, Chia-Wei Hsing +1
We introduce a hybrid model combining a quantum-inspired tensor network and a variational quantum circuit to perform supervised learning tasks. This architecture allows for the cla…