Python GridWorldAgent 예제들

예제 #1

파일: test_grid_world.py 프로젝트: adamacosta/qlearner_tests

 def test_base(self):
     for i, world in enumerate(self.worlds):
         fname = os.path.join(self.base_dir, "world" + world + ".csv")
         agent = GridWorldAgent(fname, **self.settings)
         time, steps = agent.learn(episodes=500)
         self.assertTrue(time < self.max_time, "world {}: {} sec".format(world, time))
         self.assertTrue(steps < 1.5 * self.optimal[i], "world {}: {} steps".format(world, steps))

예제 #2

파일: test_grid_world.py 프로젝트: didw/machineLearningPythonFinance

 def test_base(self):
     for i, world in enumerate(self.worlds):
         fname = os.path.join(self.base_dir, 'world' + world + '.csv')
         agent = GridWorldAgent(fname, **self.settings)
         time, steps = agent.learn(episodes=500)
         self.assertTrue(time < self.max_time,
                         'world {}: {} sec'.format(world, time))
         self.assertTrue(steps < 1.5 * self.optimal[i],
                         'world {}: {} steps'.format(world, steps))

예제 #3

파일: test_grid_world.py 프로젝트: godfreyhobbs/qlearner_tests

 def test_dyna(self):
     self.settings['dyna'] = 100
     for i, world in enumerate(self.worlds[:2]):
         fname = os.path.join(self.base_dir, 'world' + world + '.csv')
         agent = GridWorldAgent(fname, **self.settings)
         time, steps = agent.learn(episodes=50)
         self.assertTrue(time < self.max_time,
                         'world {}: {} sec'.format(world, time))
         self.assertTrue(steps < 1.5 * self.optimal[i],
                         'world {}: {} steps'.format(world, steps))

예제 #4

파일: test_grid_world.py 프로젝트: adamacosta/qlearner_tests

 def test_dyna(self):
     self.settings["dyna"] = 200
     self.settings["rar"] = 0.5
     self.settings["radr"] = 0.99
     for i, world in enumerate(self.worlds[:2]):
         fname = os.path.join(self.base_dir, "world" + world + ".csv")
         agent = GridWorldAgent(fname, **self.settings)
         time, steps = agent.learn(episodes=50)
         self.assertTrue(time < self.max_dyna_time, "world {}: {} sec".format(world, time))
         self.assertTrue(steps < 1.5 * self.optimal[i], "world {}: {} steps".format(world, steps))

예제 #5

 def test_dyna(self):
     self.settings['dyna'] = 200
     self.settings['rar'] = 0.5
     self.settings['radr'] = 0.99
     for i, world in enumerate(self.worlds[:2]):
         fname = os.path.join(self.base_dir, 'world' + world + '.csv')
         agent = GridWorldAgent(fname, **self.settings)
         time, steps = agent.learn(episodes=50)
         self.assertTrue(time < self.max_dyna_time,
                         'world {}: {} sec'.format(world, time))
         self.assertTrue(steps < 1.5 * self.optimal[i],
                         'world {}: {} steps'.format(world, steps))