├── Air hole specs ├── L3Nanobeam_Radius_HoleLocations.py ├── LongNanobeam_Radius_HoleLocations.py └── readme.md ├── Fdtd_PPO-main ├── Fdtd_ppo.py ├── environments.py ├── models.py └── readme.md ├── LICENSE ├── README.md ├── __init__.py ├── data ├── README.md ├── sampled_rew-10.npy ├── sampled_rew-11.npy ├── sampled_rew-12.npy ├── sampled_rew-13.npy ├── sampled_rew-14.npy ├── sampled_rew-15.npy ├── sampled_rew-2.npy ├── sampled_rew-3.npy ├── sampled_rew-4.npy ├── sampled_rew-5.npy ├── sampled_rew-6.npy ├── sampled_rew-7.npy ├── sampled_rew-8.npy ├── sampled_rew-9.npy └── sampled_rew.npy ├── envs ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-39.pyc │ └── fdtd_env.cpython-39.pyc └── fdtd_env.py ├── optim_PhC_dqn.py ├── optim_PhC_ppo.py ├── pics ├── PIC2.tif ├── QW_Ey_1553.35.png ├── QW_spectrum.eps ├── Short_InP_spectrum.eps ├── fab_L3.pdf ├── fab_QW.pdf ├── maxScore558.8-130epi.PNG ├── maxScores237-57episodes.PNG ├── maxScores239.4-21episodes.PNG ├── nanobeam E field 2.png └── 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