Exemplos de linearly_decaying_epsilon em Python

Exemplo n.º 1

 def testLinearlyDecayingEpsilon(self):
   """Test the functionality of the linearly_decaying_epsilon function."""
   decay_period = 100
   warmup_steps = 6
   epsilon = 0.1
   steps_schedule = [
       (0, 1.0),  # step < warmup_steps
       (16, 0.91),  # bonus = 0.9 * 90 / 100 = 0.81
       (decay_period + warmup_steps + 1, epsilon)]  # step > decay+warmup
   for step, expected_epsilon in steps_schedule:
     self.assertNear(dqn_agent.linearly_decaying_epsilon(decay_period,
                                                         step,
                                                         warmup_steps,
                                                         epsilon),
                     expected_epsilon, 0.01)

Exemplo n.º 2

Arquivo: dqn_agent_test.py Projeto: veronicachelu/dopamine

 def testLinearlyDecayingEpsilon(self):
   """Test the functionality of the linearly_decaying_epsilon function."""
   decay_period = 100
   warmup_steps = 6
   epsilon = 0.1
   steps_schedule = [
       (0, 1.0),  # step < warmup_steps
       (16, 0.91),  # bonus = 0.9 * 90 / 100 = 0.81
       (decay_period + warmup_steps + 1, epsilon)]  # step > decay+warmup
   for step, expected_epsilon in steps_schedule:
     self.assertNear(dqn_agent.linearly_decaying_epsilon(decay_period,
                                                         step,
                                                         warmup_steps,
                                                         epsilon),
                     expected_epsilon, 0.01)