import io import contextlib from robowaiter.utils.bt.load import load_bt_from_ptml, find_node_by_name, print_tree_from_root from robowaiter.utils.bt.visitor import StatusVisitor from robowaiter.behavior_tree.obtea.OptimalBTExpansionAlgorithm import Action # 调用最优行为树扩展算法 from robowaiter.behavior_tree.obtea.opt_bt_exp_main import BTOptExpInterface from robowaiter.behavior_lib.act.DelSubTree import DelSubTree from robowaiter.behavior_lib._base.Sequence import Sequence class Robot(object): scene = None response_frequency = 1 def __init__(self, ptml_path, behavior_lib_path): self.ptml_path = ptml_path self.behavior_lib_path = behavior_lib_path self.next_response_time = self.response_frequency self.step_num = 0 self.last_tick_output = "" self.action_list = None def set_scene(self, scene): self.scene = scene def load_BT(self): self.bt = load_bt_from_ptml(self.scene, self.ptml_path, self.behavior_lib_path) sub_task_place_holder = find_node_by_name(self.bt.root, "SubTaskPlaceHolder") if sub_task_place_holder: sub_task_seq = sub_task_place_holder.parent sub_task_seq.children.pop() self.scene.sub_task_seq = sub_task_seq self.bt_visitor = StatusVisitor() self.bt.visitors.append(self.bt_visitor) def expand_sub_task_tree(self, goal): if self.action_list is None: self.action_list = self.collect_action_nodes() print(f"首次运行行为树扩展算法,收集到{len(self.action_list)}个有效动作") algo = BTOptExpInterface(self.action_list) ptml_string = algo.process(goal) file_name = "sub_task" file_path = f'./{file_name}.ptml' with open(file_path, 'w') as file: file.write(ptml_string) sub_task_bt = load_bt_from_ptml(self.scene, file_path, self.behavior_lib_path) # 加入删除子树的节点 seq = Sequence(name="Sequence", memory=False) seq.add_child(sub_task_bt.root) del_sub_tree = DelSubTree() del_sub_tree.set_scene(self.scene) seq.add_child(del_sub_tree) self.scene.sub_task_seq.add_child(seq) print("当前行为树为:") print_tree_from_root(self.bt.root) def collect_action_nodes(self): action_list = [ Action(name='MakeCoffee()', pre={'At(Robot,CoffeeMachine)'}, add={'At(Coffee,Bar)'}, del_set=set(), cost=1), Action(name='MoveTo(Table)', pre={'At(Robot,Bar)'}, add={'At(Robot,Table)'}, del_set=set(), cost=1), Action(name='ExploreEnv()', pre={'At(Robot,Bar)'}, add={'EnvExplored()'}, del_set=set(), cost=1), ] return action_list def step(self): if self.scene.time > self.next_response_time: self.next_response_time += self.response_frequency self.step_num += 1 self.bt.tick() bt_output = self.bt_visitor.output_str if bt_output != self.last_tick_output: print(f"==== time:{self.scene.time:f}s ======") print(bt_output) print("\n") self.last_tick_output = bt_output if __name__ == '__main__': pass