no code implementations • 8 Jun 2018 • Chunlin Chen, Daoyi Dong, Han-Xiong Li, Jian Chu, Tzyh-Jong Tarn
In this paper, a fidelity-based probabilistic Q-learning (FPQL) approach is presented to naturally solve this problem and applied for learning control of quantum systems.
2 code implementations • 21 Oct 2008 • Daoyi Dong, Chunlin Chen, Hanxiong Li, Tzyh-Jong Tarn
The state (action) set can be represented with a quantum superposition state and the eigen state (eigen action) can be obtained by randomly observing the simulated quantum state according to the collapse postulate of quantum measurement.