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Artificial Intelligence [Java 17+]

"Artificial intelligence (AI) is intelligence demonstrated by machines, as opposed to natural intelligence displayed by animals including humans. Leading AI textbooks define the field as the study of "intelligent agents": any system that perceives its environment and takes actions that maximize its chance of achieving its goals."

Source: Wikipedia

Technologies

Data sets

The artificial intelligence course, is based on the courses below:

Machine Learning

  • KNN
  • Linear Regression

Path-Finding

  • Depth-First Search
  • Iterative Deeping Depth First Search
  • A* Search
  • Q-Learning

Reinforcement Learning

  • Markov Decision Process Value Iteration
  • Q-Learning (Path-Finding)
  • Q-Learning (Tic Tac Toe)
  • Deep Q-Learning (Tic Tac Toe)
  • Multi-Armed Bandit Epsilon-Greedy