import argparse from PythonLinearNonlinearControl.helper import bool_flag, make_logger from PythonLinearNonlinearControl.controllers.make_controllers import make_controller from PythonLinearNonlinearControl.planners.make_planners import make_planner from PythonLinearNonlinearControl.configs.make_configs import make_config from PythonLinearNonlinearControl.models.make_models import make_model from PythonLinearNonlinearControl.envs.make_envs import make_env from PythonLinearNonlinearControl.runners.make_runners import make_runner from PythonLinearNonlinearControl.plotters.plot_func import plot_results, \ save_plot_data from PythonLinearNonlinearControl.plotters.animator import Animator def run(args): make_logger(args.result_dir) env = make_env(args) config = make_config(args) planner = make_planner(args, config) model = make_model(args, config) controller = make_controller(args, config, model) runner = make_runner(args) history_x, history_u, history_g = runner.run(env, controller, planner) plot_results(history_x, history_u, history_g=history_g, args=args) save_plot_data(history_x, history_u, history_g=history_g, args=args) if args.save_anim: animator = Animator(env, args=args) animator.draw(history_x, history_g) def main(): parser = argparse.ArgumentParser() parser.add_argument("--controller_type", type=str, default="NMPC") parser.add_argument("--env", type=str, default="TwoWheeledTrack") parser.add_argument("--save_anim", type=bool_flag, default=0) parser.add_argument("--result_dir", type=str, default="./result") args = parser.parse_args() run(args) if __name__ == "__main__": main()