Until I get a proper README up, check out the following the lightning talk for a quick overview:
Set up a virtual environment and activate it
python3.5 -mvenv ~/venv/hangman
source ~/venv/hangman/bin/activate
Install dependencies
pip install -r requirements.txt
Prepare ./build/ with processed dictionary files
make split
time cat build/splits/9 | python play.py - --config games/01-random.cfg --reset-memory --limit 25011
Average Score: 15.4326896166 22.1743632802
real 12m42.964s
user 12m42.115s
sys 0m0.870s
time cat build/splits/9 | python play.py - --config games/02-naive.cfg --reset-memory --limit 25011
Average Score: 9.28483467274 16.3595218104
real 14m58.874s
user 14m57.871s
sys 0m1.049s
time cat build/splits/9 | python play.py - --config games/03-feedback-distinct.cfg --reset-memory --limit 25011
Average Score: 7.02450921594 14.1903562433
real 13m47.919s
user 13m47.074s
sys 0m0.877s
time cat build/splits/9 | python play.py - --config games/05-feedback-positional.cfg --reset-memory --limit 25011
Average Score: 1.40973971453 5.97277198033
real 1m29.261s
user 1m29.064s
sys 0m0.201s
time cat build/splits/9 | python play.py - --config games/06-entropy-mismatched-scorers.cfg --reset-memory --limit 25011
Average Score: 1.66422773979 5.09367878134
real 1m29.895s
user 1m29.674s
sys 0m0.227s
time cat build/splits/9 | python play.py - --config games/07-entropy-same-scorer.cfg --reset-memory --limit 25011
Average Score: 1.38179201151 5.37903322538
real 1m28.110s
user 1m27.906s
sys 0m0.209s