105 citations · 557 across the 25 of their papers we have counts for
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quant-ph2023★ 1 cited
Quantum deep Q learning with distributed prioritized experience replay
Samuel Yen-Chi Chen
This paper introduces the QDQN-DPER framework to enhance the efficiency of quantum reinforcement learning (QRL) in solving sequential decision tasks. The framework incorporates pri…
quant-ph2023★ 22 cited
Optimizing quantum noise-induced reservoir computing for nonlinear and chaotic time series prediction
Daniel Fry, Amol Deshmukh, Samuel Yen-Chi Chen +2
Quantum reservoir computing is strongly emerging for sequential and time series data prediction in quantum machine learning. We make advancements to the quantum noise-induced reser…