from GenTunic.gen_tuning import gen_tuning_main
from ReinforcmentLearning.learning import multipleTries, oneTry


# EPSILON = 0.1618
EPSILON = 0.01
ALPHA = 0.01
GAMMA = 0.2713

AMOUNT_RUNS = 5000
AMOUNT_TRIES = 5

REWARD_ON_WIN = 400
REWARD_ON_LOSE = -250

plot_result = True
show_game = True


oneTry(EPSILON, ALPHA, GAMMA, AMOUNT_RUNS, REWARD_ON_WIN, REWARD_ON_LOSE, plot_result, show_game)
#multipleTries(EPSILON, ALPHA, GAMMA,AMOUNT_TRIES, AMOUNT_RUNS, REWARD_ON_WIN, REWARD_ON_LOSE)
#gen_tuning_main(AMOUNT_TRIES, AMOUNT_RUNS, REWARD_ON_WIN, REWARD_ON_LOSE)