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AI PROJECTS

My collection of AI-based personal projects

  • Tic Tac Toe

    • Tic Tac Toe game using reinforcement learning via self play and back propogation. You can play against the pre-trained AI (which helps train it more) or train it yourself for n iterations

  • Blackjack

    • Blackjack simulation to display the best stop policy using Monte Carlo sampling. A stop policy is defined as the card number for which a user will always stop 'hitting'.

  • Flappy Bird

    • Flappy Bird AI that makes decisions using states and values learned from self-play over a significant number of iterations