BlackJack Bot - Machine Learning, OpenCVpython bots OpenCV machine learning Qlearning automation
Created as a proof of concept for the more advance Poker Bot. The aim was to solve a number of uncertainties such as reading the screen using computer vision (OpenCV), simulating user input and using machine learning for the game logic.
The game logic was achieved using a custom created Machine Learning (Q Learning) library that trained itself over several million simulated games. Black jack was selected for this as its a game using cards but has a much simpler game logic then poker.
Open CV in python was used to read the screen. Dealer and player cards were detected along with the possible actions.
This was dreamed a reasonably successful proof of concept with all the objectives achieved - and work was started on the ultimate heads up poker bot.