This repo contains 4 models:

• Q-learning
• SARSA
• Deep Q-learning
• Relational Q-learning

Below are the instructions:

1. Open the "relational-rl" directory from terminal

2. Install dependencies:

pip install -r requirements.txt

2. Run the following commands to run each of the models:

• Q-learning

python main_TabularQLearning.py

• SARSA

python main_TabularSarsa.py

• Deep Q-learning

python main.py baseline

• Relational Q-learning

python main.py relational

box_world_env.py and boxworld_gen.py are from Nathan Grinsztajn's BoxWorld implementation found at https://github.com/nathangrinsztajn/Box-World.