workers = simulate.createHyperbolicWorker(100, r, p, None, 1)
tasks = simulate.createBinaryTasks(1000)
outcomes = [True, False]
horizon = 3
samples = 1024
tutorials = 30
for b in range(1, 20):
belief = float(b)# / 10.0
for q in range(1, 2):
quality = float(q)
resetWorkers(workers)
system = System(outcomes, 1000, {'belief': belief, 'quality': quality})
answers = system.dh(tasks, outcomes, workers, [horizon, samples, tutorials])
count = 0
hired = 0
for i in range(0, len(answers)):
if answers[i][0] == tasks[i]:
count += 1
hired += answers[i][1]
percent = float(count) / float(len(tasks))
print 'belief ', belief, ' quality ', quality, ' percent ', percent, 'hired', hired
