├── DQN ├── Images │ ├── AvgLosses_sample_DQN_agent.png │ ├── AvgTestScore_sample_DQN_agent.png │ ├── Epsilon_sample_DQN_agent.png │ └── ModelEvalNSFNET.pdf ├── Logs │ └── expsample_DQN_agentLogs.txt ├── README.md ├── evaluate_DQN.py ├── modelssample_DQN_agent │ ├── checkpoint │ ├── ckpt-349.data-00000-of-00001 │ └── ckpt-349.index ├── mpnn.py ├── parse.py └── train_DQN.py ├── LICENSE ├── PPO ├── Images │ ├── ACTORLossPPO_NSFNet_agent.png │ ├── CRITICLossPPO_NSFNet_agent.png │ ├── ModelEvalPPO_NSFNet_agentNSFNet.pdf │ └── TestRewardPPO_NSFNet_agent.png ├── Logs │ └── expPPO_NSFNet_agentLogs.txt ├── README.md ├── actorPPO.py ├── criticPPO.py ├── evaluate_PPO.py ├── modelsPPO_NSFNet_agent │ ├── checkpoint │ ├── ckpt_ACT-4494.data-00000-of-00001 │ └── ckpt_ACT-4494.index ├── parse_PPO.py ├── process_worker_job.py └── train_PPOprocesses.py ├── README.md ├── gym-environments ├── gym_environments │ ├── __init__.py │ └── envs │ │ ├── __init__.py │ │ ├── environment1.py │ │ └── environment2.py 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