A swarm of firefighters learn a set of local rules to move and build trenches in the most efficient way to prevent the fire spread.
Clone the repository and build
git clone https://github.com/laiaaa0/BioAI.git
cd BioAI
pip install virtualenv
python -m virtualenv .venv
source .venv/bin/activate
pip install -r requirements.txt
Running a simulation where all the points move north while the fire spreads
python -m simulation.run_simulation
Training a network that learns the best behaviour for the firefighters
python -m simulation.network
Plotting the best network
python -m simulation.plotBestNetwork
Here is how the fire spreads using the cellular automata
Here is a trained network of the fire fighters building trenches to surpress the fire
