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Quantum imaginary time evolution steered by reinforcement learning

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Quantum imaginary time evolution steered by reinforcement learning

This is the numerical code for the article:
Quantum imaginary time evolution steered by reinforcement learning

Requirements

with pip/conda install

pytorch
matplotlib
gym
numpy

Run Code

python run.py

References

If you find this work helps your research or use the code, please consider to cite our official reference. Thank you.

Results

Results for the TFIM.

TFIM

Results for the Maxcut

MAXCUT

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Quantum imaginary time evolution steered by reinforcement learning

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