├── .gitignore ├── README.md ├── Reproducibility.pdf ├── agents ├── __init__.py ├── graph_decoder.py ├── graph_encoder.py ├── graph_irp_agent.py ├── graph_tsp_agent.py ├── graph_vrp_agent.py └── random_agent.py ├── check_points ├── irp_20_123 │ └── model_epoch_850.pt ├── irp_20_69 │ └── model_epoch_850.pt ├── irp_30_123 │ └── model_epoch_850.pt ├── irp_30_69 │ └── model_epoch_850.pt ├── irp_40_123 │ └── model_epoch_850.pt ├── irp_40_69 │ └── model_epoch_850.pt ├── tsp_20_123 │ └── model_epoch_850.pt ├── tsp_20_69 │ └── model_epoch_850.pt ├── tsp_30_123 │ └── model_epoch_850.pt ├── tsp_30_69 │ └── model_epoch_850.pt ├── tsp_40_123 │ └── model_epoch_850.pt ├── tsp_40_69 │ └── model_epoch_850.pt ├── vrp_20_123 │ └── model_epoch_850.pt ├── vrp_20_69 │ └── model_epoch_850.pt ├── vrp_30_123 │ └── model_epoch_850.pt ├── vrp_30_69 │ └── model_epoch_850.pt ├── vrp_40_123 │ └── model_epoch_850.pt └── vrp_40_69 │ └── model_epoch_850.pt ├── docs ├── agents │ ├── graph_decoder.html │ ├── graph_encoder.html │ ├── graph_irp_agent.html │ ├── graph_tsp_agent.html │ ├── graph_vrp_agent.html │ ├── index.html │ └── random_agent.html └── gym_vrp │ ├── envs │ ├── common.html │ ├── index.html │ ├── irp.html │ ├── tsp.html │ └── vrp.html │ ├── graph │ ├── index.html │ ├── vrp_graph.html │ └── vrp_network.html │ └── index.html ├── environment.yml ├── gym_vrp ├── __init__.py ├── envs │ ├── __init__.py │ ├── common.py │ ├── irp.py │ ├── tsp.py │ └── vrp.py └── graph │ ├── __init__.py │ ├── vrp_graph.py │ └── vrp_network.py ├── images ├── cost_comparison.png └── training_cost.png ├── notebooks └── results.ipynb ├── presentation └── RL-final-präse.pdf ├── reproduction.py ├── reproduction.sh ├── reproduction_log ├── reproduction_20_in_40_nodes_model_IRP.csv ├── reproduction_20_in_40_nodes_model_TSP.csv ├── reproduction_20_in_40_nodes_model_VRP.csv ├── reproduction_results_20_nodes_model_IRP.csv ├── reproduction_results_20_nodes_model_TSP.csv ├── reproduction_results_20_nodes_model_VRP.csv ├── reproduction_results_30_nodes_model_IRP.csv ├── reproduction_results_30_nodes_model_TSP.csv ├── reproduction_results_30_nodes_model_VRP.csv ├── reproduction_results_40_nodes_model_IRP.csv ├── reproduction_results_40_nodes_model_TSP.csv └── reproduction_results_40_nodes_model_VRP.csv ├── setup.py ├── static ├── landing_video │ ├── IRP_landing.gif │ └── VRP_landing.gif └── logo │ ├── logo.png │ └── logo_only.png ├── tests ├── __init__.py ├── test_agent.py ├── test_env.py └── test_graph.py ├── train_logs ├── loss_log_irp_20_123.csv ├── loss_log_irp_20_69.csv ├── loss_log_irp_30_123.csv ├── loss_log_irp_30_69.csv ├── loss_log_irp_40_123.csv ├── loss_log_irp_40_69.csv ├── loss_log_tsp_20_123.csv ├── loss_log_tsp_20_69.csv ├── loss_log_tsp_30_123.csv ├── loss_log_tsp_30_69.csv ├── loss_log_tsp_40_123.csv ├── loss_log_tsp_40_420.csv ├── loss_log_tsp_40_69.csv ├── loss_log_vrp_20_123.csv ├── loss_log_vrp_20_69.csv ├── loss_log_vrp_30_123.csv ├── loss_log_vrp_30_69.csv ├── loss_log_vrp_40_123.csv └── loss_log_vrp_40_69.csv ├── train_models.py └── videos ├── video_IRP_20_1234.mp4 ├── video_IRP_20_2048.mp4 ├── video_IRP_20_2468.mp4 ├── video_IRP_30_1234.mp4 ├── video_IRP_30_2048.mp4 ├── video_IRP_30_2468.mp4 ├── video_IRP_40_1234.mp4 ├── video_IRP_40_2048.mp4 ├── video_IRP_40_2468.mp4 ├── video_TSP_20_1234.mp4 ├── video_TSP_20_2048.mp4 ├── video_TSP_20_2468.mp4 ├── video_TSP_30_1234.mp4 ├── video_TSP_30_2048.mp4 ├── video_TSP_30_2468.mp4 ├── video_TSP_40_1234.mp4 ├── video_TSP_40_2048.mp4 ├── video_TSP_40_2468.mp4 ├── video_VRP_20_1234.mp4 ├── video_VRP_20_2048.mp4 ├── video_VRP_20_2468.mp4 ├── video_VRP_30_1234.mp4 ├── video_VRP_30_2048.mp4 ├── video_VRP_30_2468.mp4 ├── video_VRP_40_1234.mp4 ├── video_VRP_40_2048.mp4 └── video_VRP_40_2468.mp4 /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kevin-schumann/VRP-GYM/HEAD/.gitignore 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