hastaragil / 2048-ai Goto Github PK

AI for the 2048 game. This uses expectimax optimization, along with a highly-efficient bitboard representation to search upwards of 10 million moves per second on recent hardware. Heuristics used include bonuses for empty squares and bonuses for placing large values near edges and corners.

Execute

./configure
make

in a terminal. Any relatively recent C++ compiler should be able to build the output.

Note that you don't do make install; this program is meant to be run from this directory.

You have a few options, depending on what you have installed.

• Pure Cygwin: follow the Unix/Linux/OS X instructions above. The resulting DLL can only be used with Cygwin programs, so to run the browser control version, you must use the Cygwin Python (not the python.org Python). For step-by-step instructions, courtesy Tamas Szell (@matukaa), see this document.

• Cygwin with MinGW: run

    CXX=x86_64-w64-mingw32-g++ CXXFLAGS='-static-libstdc++ -static-libgcc -D_WINDLL -D_GNU_SOURCE=1' ./configure ; make
  

  in a MinGW or Cygwin shell to build. The resultant DLL can be used with non-Cygwin programs.

• Visual Studio: open a Visual Studio command prompt, cd to the 2048-ai directory, and run make-msvc.bat.

Run bin/2048 if you want to see the AI by itself in action.

Install Remote Control for Firefox.

Open up the 2048 game or any compatible clone and start remote control.

Run 2048.py and watch the game!