KhalidObaide/rl-blob-ppo

Reinforcement Learning algorithm applied on a custom terminal-based blob game.

Blob Game (Reinforcement Learning)

Reinforcement Learning algorithm applied on a custom terminal-based blob game.
The Objective is to reach the target as early as possible while avoding the intended obstacles

Setup & Usage:

1. Setup a virtual environment and install the required packages

   git clone https://github.com/KhalidObaide/rl-blob-ppo.git
   cd rl-blob-ppo
   python3 -m virtualenv env
   source env/bin/activate
   pip3 install requirements.txt

2. Train the model ( Shouldn't take long! ):

   python3 train.py

3. See the trained model in action

   python3 main.py

Results: (98%)

Lives inside your terminal: