Producing of the dataset

1. Get Torch

2. Put atari ROMs for freeway, pong, riverraid, seaquest, space_invaders under roms/

   SHA1 sums of the supported ROM files:

   91cc7e5cd6c0d4a6f42ed66353b7ee7bb972fa3f roms/freeway.bin 1ffe89d79d55adabc0916b95cc37e18619ef7830 roms/pong.bin 40329780402f8247f294fe884ffc56cc3da0c62d roms/riverraid.bin 7324a1ebc695a477c8884718ffcad27732a98ab0 roms/seaquest.bin 31d9668fe5812c3d2e076987ca327ac6b2e280bf roms/space_invaders.bin

3. Build Arcade Learning Environment

   ./build_ale.sh

4. Build the Lua wrapper for the Arcade Learning Environment.

   ./build_alewrap.sh

5. Produce the frames.

   ./produce_dataset.sh

6. See some produced frames.

   qlua util/see_frames.lua freeway-train.bin

Any bugs can be reported to ivo@danihelka.net