pygame is
Simple DirectMedia Layer is
Site Swing

Smartsweeper - beta

Nolan Baker (nbaker)



Using a neural network, the agent learns rules for playing minesweeper over the course of several games.

The purple and yellow overlays indicate the agent's guess for where mines are. Purple indicates that the agent thinks it's a mine. Yellow (which really only shows up as light brown or light green) indicates that the agent thinks that there is no mine. Opacity indicates uncertainty. The more opaque a color is, the less certain the agent is about making a move. Conversely, transparency indicates certainty; however, it's unlikely that you won't be able to see any color overlay at all since there is always uncertainty.

h - switch to human mode and play to your hearts content
r - let the robot do the playing
left click - clears a space (and space around if the number clicked equals the number of adjacent flags)
right click - flag or unflag a square
Tap 'g' (for goggles) to cycle between tiles by themselves, tiles with the color overlay, or the color overlay only.


Home Page:


click to view original size


Smartsweeper - beta - May 16, 2010 account Comments

If you wish to leave a comment with your account, please sign in first.

No user comments have been submitted.

our projects welcomes all python game, art, music, sound, video and multimedia projects. If they use pygame or not.
recent releases
Feb 21, 2017

Jan 31, 2017

Jan 24, 2017

Jan 18, 2017

Jan 7, 2017

Dec 30, 2016

Dec 8, 2016

Nov 28, 2016

Nov 27, 2016

... more!
for pygame related questions, comments, and suggestions, please see help (lists, irc)