Thank you very much for your reply. It was indeed that one of my ram sticks was faulty

The crashes happened more frequently the bigger the base got.
The last time it was when I was walking down the ammunition belt at the wall.
I tried the graphical fixes already but they did not help. Also I tried uninstalling the game and reinstalling it.

My friend who is playing with me does not ...