Stack-O-Matic

Assignment Solutions for Stack-O-Matic winter project

Assignment 1

Install Required Libraries

$ pip install numpy
$ pip install pandas

Run assignment1.ipynb

Assignment 2

Install Required Libraries

$ pip install numpy
$ pip install pandas
$ pip install matplotlib

Run assignment2.ipynb

Assignment 3

Install Required Libraries

$ pip install matplotlib
$ pip install torch
$ pip install swig
$ pip install gymnasium[box2d]

If pip install gymnasium[box2d] gives error in building. Try

$ pip install wheel setuptools pip --upgrade
$ pip install swig
$ pip install gymnasium[box2d]

Run assignment3.ipynb

Assignment 4

Install Required Libraries

$ pip install matplotlib
$ pip install torch
$ pip install pygame
$ pip install numpy
$ pip install moviepy==1.0.3

model.py contains DQN model architecture

dqn_agent_training.py is for training model

tetris_env.py has tetris game environment

pygameview.py for generating pygame window of game and saving video

test.py for testing trained model