def main(runs):
print('gamma, eta, width, runs, hareWins, houndWins')
for p in glob.glob('trainedQs/*.q'):
with open(p, 'rb') as f:
(gamma, width, eta, oruns, hareQ, houndQ) = pickle.load(f)
gm = GameMaster(width, gamma, eta, False)
res = gm.run(runs, hareQ, houndQ)
print("{}, {}, {}, {}, {}, {}"
.format(gamma, eta, width, oruns, res['hare'], res['hounds']))
def train_worker(q):
while 1:
try:
task = q.get(True, 1)
except queue.Empty:
break
width, gamma, eta, runs = task
logger.warning('Training with gamma {} eta {} width {} runs {}'.format(
gamma, eta, width, runs))
gm = GameMaster(width, gamma, eta, True)
Qs = gm.run(runs)
with open('trainedQs/g{}_w{}_e{}_r{}.q'.format(gamma, width,
eta, runs), 'wb') as f:
pickle.dump((gamma, width, eta, runs, Qs[0], Qs[1]), f)
q.task_done()
