The game can be played on GitHub by clicking here
No installation
Just open the index file in your browser to play.
Click on your choice and wait for the computer to take its turn. I've slowed the time between player and computer choice to draw out the game a bit, but by modifying the timeout in the app.js script, you can control the length of time between plays.
The AI will remember patterns and make moves based on your historical moves.
Created using brain.js for the AI.