import numpy as np from cliport.tasks.task import Task from cliport.utils import utils from cliport.tasks import primitives from cliport.tasks.grippers import Spatula class AlignRopeAlongLine(Task): """Align a deformable rope along a straight line marked on the tabletop.""" def __init__(self): super().__init__() self.max_steps = 20 self.lang_template = "align the rope along the line" self.task_completed_desc = "done aligning." self.additional_reset() def reset(self, env): super().reset(env) # Add line. length = np.random.uniform(0.18, 0.25) line_size = (length, 0.01, 0.01) line_pose = self.get_random_pose(env, line_size) line_template = 'line/line-template.urdf' replace = {'DIM': line_size, 'HALF': (line_size[0] / 2, line_size[1] / 2, line_size[2] / 2)} line_urdf = self.fill_template(line_template, replace) env.add_object(line_urdf, line_pose, 'fixed') # Add rope. rope_size = (length, 0.01, 0.01) rope_pose = self.get_random_pose(env, rope_size) corner1_pose = utils.apply(line_pose, (length / 2, 0.01, 0.01)) corner2_pose = utils.apply(line_pose, (-length / 2, 0.01, 0.01)) rope_id, targets, matches = self.make_rope(env, (corner1_pose, corner2_pose), n_parts=15) # Goal: rope is aligned with the line. self.add_goal(objs=rope_id, matches=matches, targ_poses=targets, replace=False, rotations=False, metric='pose', params=None, step_max_reward=1, language_goal=self.lang_template)