Q-Learning for Games: Teaching an Agent Tic-Tac-Toe Through Self-Play

Tic-tac-toe is a solved game. Any competent adult can force a draw every time. But can an agent figure that out with zero human knowledge? Give two agents a blank board, a few simple rules about wins