This project is being done in Autumn 2020 semester and expected date of completion is 15th December 2020. We attempt to experiment with RL algorithms to automate Dots and Boxes, a popular high-school pen and paper game.


We make a web-based GUI (link to be available soon) to interface with players and develop an underlying python-based agent to make decision based on the state of the game. We are going to experiment with various algorithms including Q-learning, DQN and SARSA.