RattLe: a Slither.io reinforcement learning agent

By Zach Barnes, Tyler Romero, Frank Cipollone.

Installation Instructions (meant for ubuntu VM):

• Install Conda for ubuntu 16.04

• Create Conda env

conda create --name rattle python=3.5

• Activate a conda env

source activate rattle

• Install needed packages

sudo apt-get update
sudo apt-get install -y tmux htop cmake golang libjpeg-dev libgtk2.0-0 ffmpeg

• Install universe installation dependencies

pip install numpy

• Install universe

git clone https://github.com/openai/universe.git
cd universe
pip install -e .

• Install codebase and packages

cd ..
git clone https://github.com/zabarnes/RattLe.git
cd RattLe
pip install -r requirements.txt

• Install docker for ubuntu 16.04 MAKE SURE TO DO STEP 2 AS WELL

• Restart VM

Test installation

Run the test agent script

cd RattLe
python test.py

you should see a tiny rendering of the game or "yay" on the command line.

Train a model

Run the corresponding shell script. For example, to train our Recurrent Q model, run:

train_recurrentq.sh