Search Results for author: Xu-Chen Yang

Found 1 papers, 1 papers with code

When does reinforcement learning stand out in quantum control? A comparative study on state preparation

2 code implementations6 Feb 2019 Xiao-Ming Zhang, Zezhu Wei, Raza Asad, Xu-Chen Yang, Xin Wang

In this work, we perform a comparative study on the efficacy of three reinforcement learning algorithms: tabular Q-learning, deep Q-learning, and policy gradient, as well as two non-machine-learning methods: stochastic gradient descent and Krotov algorithms, in the problem of preparing a desired quantum state.

Quantum Physics

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