Unbeatable tic-tac-toe with Pygame
Concerning Miscellaneous, using Python
Programming AI to play perfect (win or draw) tic-tac-toe against a user, either via command line or a user interface built with Pygame.
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Playing 2048 with AI - pt. 3
Concerning Miscellaneous, using Python
A Monte Carlo tree search approach to the game 2048.
The final post in a 3-part series dedicated to playing 2048 with AI. Part 1 (the game itself) available here and part 2 (reinforcement learning) available here.
Recommending TV Shows via Collaborative Filtering
Concerning Predictive Modeling, using Python
Predicting how much a user will like specific shows, based on their tastes and the tastes of similar users.
Playing 2048 with AI - pt. 2
Concerning Predictive Modeling, using Python
A reinforcement learning approach to the game 2048.
The second post in a 3-part series dedicated to playing 2048 with AI. Part 1 (the game itself) available here, and part 3 (Monte Carlo tree search) available here.
Playing 2048 with AI - pt. 1
Concerning Miscellaneous, using Python
The first post in a series dedicated to teaching a computer to play 2048, covering coding the game itself and data logging.
Part 2 (reinforcement learning) available here, and part 3 (Monte Carlo tree search) available here.
