beam-pattern-rlearning

TODO

Setup and Installation

To set up the project, follow the steps below:

1. Clone the repository:

   First, clone the repository to your local machine using:

   git clone https://github.com/zakaria-narjis/beam-pattern-rlearning.git
   cd beam-pattern-rlearning

2. Install requirements:

   pip install -r requirements.txt

3. Modify experiments configuration:

   • modify environement configuration experiments/config/env_config.yaml
   • modify RL algo configuration experiments/config/algo_config.yaml (Note: in some previous experiments it was named sac_config.yaml)

4. Run training

   python src/train.py

5. Run Tensorboard for monitoring (OPTIONAL)

   • If you want to monitor all actual and previous runs bash tensorboard --logdir=experiments/runs --bind_all
   • If you want to monitor just the runing experiment bash tensorboard --logdir=experiments/runs/<experiment-name>

6. Get the training results and models experiments/run/<experiment-name>