def __init__(self, mode):
self.mode = mode
cu.mem('Reinforcement Learning Started')
self.environment = BoxSearchEnvironment(
config.get(mode + 'Database'), mode,
config.get(mode + 'GroundTruth'))
self.controller = QNetwork()
cu.mem('QNetwork controller created')
self.learner = None
self.agent = BoxSearchAgent(self.controller, self.learner)
self.task = BoxSearchTask(self.environment,
config.get(mode + 'GroundTruth'))
self.experiment = Experiment(self.task, self.agent)
