A DRL-based approach to Caribou conservation based on the methods of the approx-model-or-approx-soln project:
A three-species foodweb is considered, including interactions between Caribou, Elk and Wolf populations.
git clone https://github.com/boettiger-lab/rl4caribou.git
cd rl4caribou
pip install .
python scripts/train.py -f path/to/config/file.yml -id "string saving id" [-pb if you want a progress bar displayed]
An quick example:
python scripts/train.py -f hyperpars/example.yml -id "my_first_agent" -pb