TicTacToe-HMM

“Tic-tac-toe (American English), noughts and crosses (British English), or Xs and Os is a paper-and-pencil game for two players, X and O, who take turns marking the spaces in a 3×3 grid. The player who succeeds in placing three of their marks in a horizontal, vertical, or diagonal row wins the game.”

– Wikipedia

• Markov Decision Processes
  • Introduction
  • Markov Chain
  • Markov Decision Process (MDP)
  • Rewards and returns
  • Episodic VS Continuous Tasks
  • Policy Function
  • State Value Function
  • State-action Value function (Q function)
  • Bellman equation
  • Value Iteration
  • Policy Iteration
• Hidden Markov Models
  • Introduction
  • Exploration VS Exploitation
• Installation
  • Prerequisites
  • Clone the ttt’s repository
  • Install requirements
  • Docker
• Usage
  • Play human vs human
  • Play human vs CPU
  • Play CPU vs CPU
  • Train an agent
  • Docker
• API Reference
  • ttt.cli package
  • ttt.models package
  • ttt package