def make(env_name, n_agents=1, pomdp_r=2, max_steps=400, stack_n_frames=3): import yaml from pathlib import Path from environments.factory.combined_factories import DirtItemFactory from environments.factory.factory_item import ItemFactory, ItemProperties from environments.factory.factory_dirt import DirtProperties, DirtFactory from environments.utility_classes import MovementProperties, ObservationProperties, AgentRenderOptions with (Path(__file__).parent / 'levels' / 'parameters' / f'{env_name}.yaml').open('r') as stream: dictionary = yaml.load(stream, Loader=yaml.FullLoader) obs_props = ObservationProperties(render_agents=AgentRenderOptions.COMBINED, frames_to_stack=stack_n_frames, pomdp_r=pomdp_r) factory_kwargs = dict(n_agents=n_agents, max_steps=max_steps, obs_prop=obs_props, mv_prop=MovementProperties(**dictionary['movement_props']), dirt_prop=DirtProperties(**dictionary['dirt_props']), record_episodes=False, verbose=False, **dictionary['factory_props'] ) return DirtFactory(**factory_kwargs).__enter__()