print 'Generating map', outer, '(', configurations, 'configuations )' sys.stdout.flush() world = info['map'] rewards = info['rewards'] terminal = info['terminal'] instructions = info['instructions'] values = [] sprite = SpriteWorld(library.objects, library.background) sprite.makeGrid(world, args.vis_path + str(outer) + '_sprites') for inner in tqdm(range(configurations)): reward_map = rewards[inner] terminal_map = terminal[inner] instr = instructions[inner] mdp = MDP(world, reward_map, terminal_map) vi = ValueIteration(mdp) values_list, policy = vi.iterate() value_map = mdp.representValues(values_list) values.append(value_map) # visualize_values(mdp, values_list, policy, args.vis_path + str(outer) + '_' + str(inner) + '_values', title=instr) info['values'] = values filename = os.path.join(args.save_path, str(outer) + '.p') pickle.dump(info, open(filename, 'wb'))