├── DDPG.py ├── DQN.py ├── LICENSE.txt ├── README.md ├── __pycache__ ├── DDPG.cpython-36.pyc ├── project_backend.cpython-36.pyc └── project_backend.cpython-37.pyc ├── config ├── deployment │ ├── test_K10_N20_M1_shadow10_episode5-1000_travel0_fd10.json │ ├── test_K10_N20_M2_shadow10_episode5-1000_travel0_fd10.json │ ├── test_K10_N20_M4_shadow10_episode5-1000_travel0_fd10.json │ ├── test_K10_N50_M10_shadow10_episode10-500_travel0_fd10.json │ ├── test_K10_N50_M10_shadow10_episode5-1000_travel0_fd10.json │ ├── test_K10_N50_M1_shadow10_episode10-500_travel0_fd10.json │ ├── test_K10_N50_M2_shadow10_episode10-500_travel0_fd10.json │ ├── test_K10_N50_M4_shadow10_episode10-500_travel0_fd10.json │ ├── test_K10_N50_M5_shadow10_episode10-500_travel0_fd10.json │ ├── test_K10_N50_M5_shadow10_episode5-1000_travel0_fd10.json │ ├── test_K5_N10_M1_shadow10_episode5-1000_travel0_fd10.json │ ├── test_K5_N10_M2_shadow10_episode5-1000_travel0_fd10.json │ ├── test_K5_N20_M1_shadow10_episode10-500_travel0_fd10.json │ ├── test_K5_N20_M2_shadow10_episode10-500_travel0_fd10.json │ ├── test_K5_N20_M4_shadow10_episode10-500_travel0_fd10.json │ ├── test_K5_N20_M4_shadow10_episode5-1000_travel0_fd10.json │ ├── train_K10_N50_M10_shadow10_episode4-5000_travelIND_fd10.json │ ├── train_K10_N50_M10_shadow10_episode5-5000_travelIND_fd10.json │ ├── train_K10_N50_M1_shadow10_episode1-10000_travel0_fd10.json │ ├── train_K10_N50_M1_shadow10_episode4-5000_travelIND_fd10.json │ ├── train_K10_N50_M1_shadow10_episode5-5000_travelIND_fd10.json │ ├── train_K10_N50_M2_shadow10_episode4-5000_travelIND_fd10.json │ ├── train_K10_N50_M2_shadow10_episode5-5000_travelIND_fd10.json │ ├── train_K10_N50_M4_shadow10_episode4-5000_travelIND_fd10.json │ ├── train_K10_N50_M4_shadow10_episode5-5000_travelIND_fd10.json │ ├── train_K10_N50_M5_shadow10_episode4-5000_travelIND_fd10.json │ ├── train_K10_N50_M5_shadow10_episode5-5000_travelIND_fd10.json │ ├── train_K5_N10_M1_shadow10_episode1-5000_travel0_fd10.json │ ├── train_K5_N10_M1_shadow10_episode5-1000_travel0_fd10.json │ ├── train_K5_N20_M1_shadow10_episode1-5000_travel0_fd10.json │ ├── train_K5_N20_M1_shadow10_episode1-5000_travel0_fd10_pfs.json │ ├── train_K5_N20_M1_shadow10_episode4-5000_travelIND_fd10.json │ ├── train_K5_N20_M1_shadow10_episode5-5000_travelIND_fd10.json │ ├── train_K5_N20_M2_shadow10_episode4-5000_travelIND_fd10.json │ ├── train_K5_N20_M2_shadow10_episode5-5000_travelIND_fd10.json │ ├── train_K5_N20_M4_shadow10_episode4-5000_travelIND_fd10.json │ ├── train_K5_N20_M4_shadow10_episode5-5000_travelIND_fd10.json │ ├── train_K5_N5_M1_shadow10_episode1-5000_travel0_fd10.json │ └── train_K5_N5_M1_shadow10_episode1-5000_travel0_fd10_pfs.json ├── jsoncreator.py └── policy │ ├── ddpg200_100_50.json │ ├── ddpg200_100_50_largelr.json │ ├── dqn100_50_50.json │ ├── dqn200_100_50.json │ └── dqn200_200_100.json ├── fig ├── spectraleff_train_K5_N20_M2_shadow10_episode4-5000_travelIND_fd10_network_0.pdf ├── spectraleff_train_K5_N20_M2_shadow10_episode4-5000_travelIND_fd10_network_0.png ├── spectraleff_train_K5_N20_M4_shadow10_episode4-5000_travelIND_fd10_network_0.pdf └── spectraleff_train_K5_N20_M4_shadow10_episode4-5000_travelIND_fd10_network_0.png ├── get_benchmarks.py ├── paper.pdf ├── project_backend.py ├── random_deployment.py ├── requirements.txt ├── scripts ├── testK10N50M1.sh ├── testK10N50M10.sh ├── testK10N50M2.sh ├── testK10N50M4.sh ├── testK10N50M5.sh ├── testK5N20M1.sh ├── testK5N20M2.sh ├── testK5N20M4.sh └── train.sh ├── simulations ├── channel │ └── placeholder.txt ├── deployment │ └── placeholder.txt └── sumrate │ ├── benchmarks │ ├── test_K10_N50_M5_shadow10_episode10-500_travel0_fd10_network0.npz │ ├── test_K5_N20_M4_shadow10_episode10-500_travel0_fd10_network0.npz │ ├── train_K5_N20_M2_shadow10_episode4-5000_travelIND_fd10_network0.npz │ └── train_K5_N20_M4_shadow10_episode4-5000_travelIND_fd10_network0.npz │ ├── policy │ ├── checkpoint │ ├── train_K10_N50_M10_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0_episode4.ckpt.data-00000-of-00001 │ ├── train_K10_N50_M10_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0_episode4.ckpt.index │ ├── train_K10_N50_M10_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0_episode4.ckpt.meta │ ├── train_K10_N50_M10_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0_episode4.ckpt.data-00000-of-00001 │ ├── train_K10_N50_M10_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0_episode4.ckpt.index │ ├── train_K10_N50_M10_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0_episode4.ckpt.meta │ ├── train_K10_N50_M1_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0_episode4.ckpt.data-00000-of-00001 │ ├── train_K10_N50_M1_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0_episode4.ckpt.index │ ├── train_K10_N50_M1_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0_episode4.ckpt.meta │ ├── train_K10_N50_M1_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0_episode4.ckpt.data-00000-of-00001 │ ├── train_K10_N50_M1_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0_episode4.ckpt.index │ ├── train_K10_N50_M1_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0_episode4.ckpt.meta │ ├── train_K10_N50_M2_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0_episode4.ckpt.data-00000-of-00001 │ ├── train_K10_N50_M2_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0_episode4.ckpt.index │ ├── train_K10_N50_M2_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0_episode4.ckpt.meta │ ├── train_K10_N50_M2_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0_episode4.ckpt.data-00000-of-00001 │ ├── train_K10_N50_M2_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0_episode4.ckpt.index │ ├── train_K10_N50_M2_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0_episode4.ckpt.meta │ ├── train_K10_N50_M4_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0_episode4.ckpt.data-00000-of-00001 │ ├── train_K10_N50_M4_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0_episode4.ckpt.index │ ├── train_K10_N50_M4_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0_episode4.ckpt.meta │ ├── train_K10_N50_M4_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0_episode4.ckpt.data-00000-of-00001 │ ├── train_K10_N50_M4_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0_episode4.ckpt.index │ ├── train_K10_N50_M4_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0_episode4.ckpt.meta │ ├── train_K10_N50_M5_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0_episode4.ckpt.data-00000-of-00001 │ ├── train_K10_N50_M5_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0_episode4.ckpt.index │ ├── train_K10_N50_M5_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0_episode4.ckpt.meta │ ├── train_K10_N50_M5_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0_episode4.ckpt.data-00000-of-00001 │ ├── train_K10_N50_M5_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0_episode4.ckpt.index │ ├── train_K10_N50_M5_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0_episode4.ckpt.meta │ ├── train_K5_N20_M1_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0_episode4.ckpt.data-00000-of-00001 │ ├── train_K5_N20_M1_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0_episode4.ckpt.index │ ├── train_K5_N20_M1_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0_episode4.ckpt.meta │ ├── train_K5_N20_M1_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0_episode4.ckpt.data-00000-of-00001 │ ├── train_K5_N20_M1_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0_episode4.ckpt.index │ ├── train_K5_N20_M1_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0_episode4.ckpt.meta │ ├── train_K5_N20_M2_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0_episode4.ckpt.data-00000-of-00001 │ ├── train_K5_N20_M2_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0_episode4.ckpt.index │ ├── train_K5_N20_M2_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0_episode4.ckpt.meta │ ├── train_K5_N20_M2_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0_episode4.ckpt.data-00000-of-00001 │ ├── train_K5_N20_M2_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0_episode4.ckpt.index │ ├── train_K5_N20_M2_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0_episode4.ckpt.meta │ ├── train_K5_N20_M4_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0_episode4.ckpt.data-00000-of-00001 │ ├── train_K5_N20_M4_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0_episode4.ckpt.index │ ├── train_K5_N20_M4_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0_episode4.ckpt.meta │ ├── train_K5_N20_M4_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0_episode4.ckpt.data-00000-of-00001 │ ├── train_K5_N20_M4_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0_episode4.ckpt.index │ └── train_K5_N20_M4_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0_episode4.ckpt.meta │ ├── test │ ├── test_K10_N50_M10_shadow10_episode10-500_travel0_fd10_train_K10_N50_M10_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_episode4.ckpt.npz │ ├── test_K10_N50_M10_shadow10_episode10-500_travel0_fd10_train_K10_N50_M10_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_episode4.ckpt.npz │ ├── test_K10_N50_M10_shadow10_episode10-500_travel0_fd10_train_K10_N50_M10_shadow10_episode5-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_episode5.ckpt.npz │ ├── test_K10_N50_M10_shadow10_episode10-500_travel0_fd10_train_K10_N50_M10_shadow10_episode5-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_episode5.ckpt.npz │ ├── test_K10_N50_M10_shadow10_episode5-1000_travel0_fd5_train_K10_N50_M10_shadow10_episode5-5000_travelIND_fd5_ddpg200_100_50_dqn100_50_50_episode5.ckpt.npz │ ├── test_K10_N50_M10_shadow10_episode5-1000_travel0_fd5_train_K10_N50_M10_shadow10_episode5-5000_travelIND_fd5_dqn200_200_100_dqn200_200_100_episode5.ckpt.npz │ ├── test_K10_N50_M5_shadow10_episode10-500_travel0_fd10_train_K10_N50_M5_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_episode4.ckpt.npz │ ├── test_K10_N50_M5_shadow10_episode10-500_travel0_fd10_train_K10_N50_M5_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_episode4.ckpt.npz │ ├── test_K10_N50_M5_shadow10_episode10-500_travel0_fd10_train_K10_N50_M5_shadow10_episode5-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_episode5.ckpt.npz │ ├── test_K10_N50_M5_shadow10_episode10-500_travel0_fd10_train_K10_N50_M5_shadow10_episode5-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_episode5.ckpt.npz │ ├── test_K10_N50_M5_shadow10_episode5-1000_travel0_fd15_train_K10_N50_M5_shadow10_episode5-5000_travelIND_fd15_ddpg200_100_50_dqn100_50_50_episode5.ckpt.npz │ ├── test_K10_N50_M5_shadow10_episode5-1000_travel0_fd15_train_K10_N50_M5_shadow10_episode5-5000_travelIND_fd15_dqn200_200_100_dqn200_200_100_episode5.ckpt.npz │ ├── test_K10_N50_M5_shadow10_episode5-1000_travel0_fd5_train_K10_N50_M5_shadow10_episode5-5000_travelIND_fd5_ddpg200_100_50_dqn100_50_50_episode5.ckpt.npz │ ├── test_K10_N50_M5_shadow10_episode5-1000_travel0_fd5_train_K10_N50_M5_shadow10_episode5-5000_travelIND_fd5_dqn200_200_100_dqn200_200_100_episode5.ckpt.npz │ ├── test_K5_N20_M4_shadow10_episode10-500_travel0_fd10_train_K5_N20_M4_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_episode4.ckpt.npz │ └── test_K5_N20_M4_shadow10_episode10-500_travel0_fd10_train_K5_N20_M4_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_episode4.ckpt.npz │ └── train │ ├── placeholder.txt │ ├── train_K5_N20_M2_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0.ckpt.npz │ ├── train_K5_N20_M2_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0.ckpt.npz │ ├── train_K5_N20_M4_shadow10_episode4-5000_travelIND_fd10_ddpg200_100_50_dqn100_50_50_network0.ckpt.npz │ └── train_K5_N20_M4_shadow10_episode4-5000_travelIND_fd10_dqn200_200_100_dqn200_200_100_network0.ckpt.npz ├── testJoint.py ├── testProposed.py ├── test_results.py ├── trainJoint.py ├── trainProposed.py └── train_results.py /DDPG.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sinannasir/Spectrum-Power-Allocation/HEAD/DDPG.py -------------------------------------------------------------------------------- /DQN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sinannasir/Spectrum-Power-Allocation/HEAD/DQN.py -------------------------------------------------------------------------------- /LICENSE.txt: 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