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DRL4Route

DRL4Route: A Deep Reinforcement Learning Framework for Pick-up and Delivery Route Prediction.

Data and Preprocess

https://github.com/wenhaomin/LaDe

Usage

Use the following command to run the code: python run.py

Repo Structure

The structure of our code and description of important files are given as follows:
│ │────algorithm/
│ │ │────DRL4Route/: code of DRL4Route for pick-up route prediction in logistics
│────data/dataset/
│ │────logistics/: A subset of logistics data.
│────my_utils/
│ │────eval.py: Implemention of the evaluation metrics.
│ │────utils.py
│────run.py: Main function of this project, mainly used for training and evaluating different models.