def start(self): ''' Start a game for AI model ''' n_mcts = 1000 if self.verbose: starttime = time.time() print("Self-playing...", end="") gameengine = GameEngine(Nx=self.Nx, Ny=self.Ny, player=self.player, timeperiod=0.5, is_selfplay=True) gameengine.start() while gameengine.update(): pass if self.verbose: endtime = time.time() print("End: Run Time {0:.2f}s".format(endtime - starttime)) data = gameengine.get_data() data = self.__geometry_operators(data) return data
def evaluate(self, n_playout): ''' Evaluate AI model ''' player = EvaluationPlayer(ai=self.ai) if self.verbose: starttime = time.time() print("Evaluating...", end="") scores = list() for i in range(n_playout): gameengine = GameEngine(Nx=self.Nx, Ny=self.Ny, player=player, timeperiod=0.5, is_selfplay=False) gameengine.start() while gameengine.update(): pass score = gameengine.get_score() scores.append(score) score = np.mean(scores) if self.verbose: endtime = time.time() print("End: Run Time {0:.2f}s".format(endtime - starttime)) return score
def new_game(): print 'new game' new_game_engine = GameEngine() new_game_engine.gen_new_word() new_definition = new_game_engine.word_obj.definition session.attributes["game_engine"] = jsonpickle.encode(new_game_engine) return question("This is a new game. The first definition is...... " + new_definition)
def new_session(): engine = GameEngine() engine.gen_new_word() session.attributes["game_engine"] = jsonpickle.encode(engine) print "session started"