def __init__(self, configs):
self.rb = RogueBox(configs)
self._pending_action_timer = None
self.ui = UIManager.init(configs["userinterface"], self.rb)
self.l = Logger(log_depth=configs["verbose"],
log_targets=["file", "ui"],
ui=self.ui)
self.ui.on_key_press(self._keypress_callback)
self._timer_value = 100
self._pending_action_timer = self.ui.on_timer_end(
self._timer_value, self._act_callback)
def __init__(self, configs):
import models, history
# class instances
self.rb = RogueBox(configs)
self.model_manager = getattr(models, configs["model_manager"])(self.rb)
self.history_manager = getattr(history,
configs["history_manager"])(self)
# configs
self.configs = configs
self.configs["iteration"] = 1
self.configs["actions"] = self.rb.get_actions()
self.configs["actions_num"] = len(self.configs["actions"])
# gui stuff
ui = None
log_targets = []
if configs["logsonfile"]:
log_targets.append("file")
if self.configs["gui"]:
self.ui = UIManager.init(configs["userinterface"], self.rb)
self._pending_action = None
ui = self.ui
log_targets.append("ui")
self.l = Logger(log_depth=configs["verbose"],
log_targets=log_targets,
ui=ui)
else:
log_targets.append("terminal")
self.l = Logger(log_depth=configs["verbose"],
log_targets=log_targets)
# state
self.state = self.model_manager.reshape_initial_state(
self.rb.compute_state())
self.old_state = self.state
# model
self.model = self.model_manager.build_model()
self.target_model = self.model_manager.build_model()
self.target_model.set_weights(self.model.get_weights())
# resume from file
# load weights, transitions history and parameters from assets, if any
self._load_progress()
def __init__(self, configs):
import history, models
# class instances
self.rogomatic = StalkOMatic(configs)
self.model_manager = getattr(models,
configs["model_manager"])(self.rogomatic)
self.history_manager = getattr(history,
configs["history_manager"])(self)
# configs
self.configs = configs
self.configs["iteration"] = 1
self.configs["actions"] = self.rogomatic.get_actions()
self.configs["actions_num"] = len(self.configs["actions"])
# gui stuff
ui = None
log_targets = []
if configs["logsonfile"]:
log_targets.append("file")
if self.configs["gui"]:
self.ui = UIManager.init(configs["userinterface"], self.rogomatic)
self._pending_action = None
ui = self.ui
log_targets.append("ui")
self.l = Logger(log_depth=configs["verbose"],
log_targets=log_targets,
ui=ui)
else:
log_targets.append("terminal")
self.l = Logger(log_depth=configs["verbose"],
log_targets=log_targets)
# state
self.state = self.model_manager.reshape_initial_state(
self.rogomatic.compute_state())
self.old_state = self.state
self.last_pos = self.rogomatic.player_pos
self.same_pos_count = 0
self.starting = False
def __init__(self, configs):
import models, history
# class instances
self.rb = RogueBox(configs)
self.model_manager = getattr(models, configs["model_manager"])(self.rb)
self.history_manager = getattr(history,
configs["history_manager"])(self)
# configs
self.configs = configs
self.configs["iteration"] = 1
self.configs["actions"] = self.rb.get_actions()
self.configs["actions_num"] = len(self.configs["actions"])
# let's see if we have config values for how often to save progress
self.save_progress_every = 100000
self.set_weights_every = 10000
if 'save_progress_every' in self.configs:
self.save_progress_every = int(self.configs['save_progress_every'])
if 'set_weights_every' in self.configs:
self.set_weights_every = int(self.configs['set_weights_every'])
# model file names
self.weights_file_name = 'weights.h5'
self.parameters_file_name = 'parameters.csv'
self.history_file_name = 'history.pkl'
if 'weights_file_name' in self.configs:
self.weights_file_name = self.configs['weights_file_name']
if 'parameters_file_name' in self.configs:
self.parameters_file_name = self.configs['parameters_file_name']
if 'history_file_name' in self.configs:
self.history_file_name = self.configs['history_file_name']
# gui stuff
ui = None
log_targets = []
if configs["logsonfile"]:
log_targets.append("file")
if self.configs["gui"]:
self.ui = UIManager.init(configs["userinterface"], self.rb)
self._pending_action = None
ui = self.ui
log_targets.append("ui")
self.l = Logger(log_depth=configs["verbose"],
log_targets=log_targets,
ui=ui)
else:
log_targets.append("terminal")
self.l = Logger(log_depth=configs["verbose"],
log_targets=log_targets)
# state
self.state = self.model_manager.reshape_initial_state(
self.rb.compute_state())
self.old_state = self.state
# model
self.model = self.model_manager.build_model()
self.target_model = self.model_manager.build_model()
self.target_model.set_weights(self.model.get_weights())
# resume from file
# load weights, transitions history and parameters from assets, if any
self._load_progress()