A Simulation of an AI Controlled Traffic Flow Management System using Reinforcement Learning
Software Requirements:
- SUMO v1.10
- CUDA v11.2
- cuDNN v8.1
- Python libraries @ requirements.txt
How to run:
-
TRAINING
- Edit train_settings.ini for configuration
- Run train.py
- After training, the model will be saved at models folder
-
TESTING
- Edit test_settings.ini and match the models parameters
- Run test.py