import numpy as np import os import pybullet as p import random from cliport.tasks import primitives from cliport.tasks.grippers import Spatula from cliport.tasks.task import Task from cliport.utils import utils import numpy as np from cliport.tasks.task import Task from cliport.utils import utils class BuildCircle(Task): """Pick up six blocks of different colors (red, blue, green, yellow, orange, and purple) and place them on a tabletop in a circle arrangement. The arrangement should start with red at the top and continue clockwise in this order: blue, green, yellow, orange, and finally purple.""" def __init__(self): super().__init__() self.max_steps = 20 self.lang_template = "place the {color} block at the {position} of the circle" self.task_completed_desc = "done building circle." self.colors = ['red', 'blue', 'green', 'yellow', 'orange', 'purple'] self.positions = ['top', 'top right', 'bottom right', 'bottom', 'bottom left', 'top left'] self.additional_reset() def reset(self, env): super().reset(env) # Add blocks. block_size = (0.04, 0.04, 0.04) block_urdf = 'block/block.urdf' blocks = [] for i in range(6): block_pose = self.get_random_pose(env, block_size) block_id = env.add_object(block_urdf, block_pose, color=utils.COLORS[self.colors[i]]) blocks.append(block_id) # Define target poses for the blocks in a circle arrangement. radius = 0.1 center = (0.5, 0.5, 0) angles = np.linspace(0, 2*np.pi, 7)[:-1] targ_poses = [(center[0] + radius*np.cos(angle), center[1] + radius*np.sin(angle), block_size[2]/2) for angle in angles] targ_poses = [(pose, (0, 0, 0, 1)) for pose in targ_poses] # add default quaternion for orientation # Add goals. for i in range(6): language_goal = self.lang_template.format(color=self.colors[i], position=self.positions[i]) self.add_goal(objs=[blocks[i]], matches=np.ones((1, 1)), targ_poses=[targ_poses[i]], replace=False, rotations=False, metric='pose', params=None, step_max_reward=1/6, language_goal=language_goal)