CoRL2026-CSI/UR7e-CaP_arrange_block_100epi
收藏资源简介:
该数据集使用LeRobot创建,专注于机器人学领域,特别是针对UR7e机器人执行arrange_block任务。数据集包含100个episodes,总计141,253帧,数据量约为100MB,视频文件约为200MB。数据以30fps的帧率采集,特征包括机器人状态观察(如关节位置)、动作(7维关节位置)、来自顶部和手腕摄像头的视频观察(480x640分辨率,3通道RGB)、技能类型、进度、目标位置(关节和世界坐标系)、自然语言指令、末端执行器位置、夹爪状态等。数据集适用于训练和评估基于代码的策略(Code-as-Policies)方法,旨在支持机器人操作任务的研究。
This dataset is developed with LeRobot, targeting the robotics domain, particularly the arrange_block task with the UR7e robot. It contains 100 episodes, summing up to 141,253 frames, with a total data size of about 100 MB and video files of approximately 200 MB. The data is acquired at a frame rate of 30 fps. The collected features cover robot state observations (e.g., joint positions), actions (7-dimensional joint positions), video observations from the top and wrist cameras (480×640 resolution, 3-channel RGB), skill type, progress, target positions (in both joint and world coordinate systems), natural language instructions, end-effector positions, gripper states, and more. This dataset is applicable for training and evaluating Code-as-Policies approaches, and aims to facilitate research on robotic manipulation tasks.



