morealcholplz/vanilla-eval-50trial-seed1000
收藏Hugging Face2026-05-13 更新2026-05-31 收录
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https://hf-mirror.com/datasets/morealcholplz/vanilla-eval-50trial-seed1000
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资源简介:
该数据集是一个用于机器人学习的数据集,由LeRobot创建。它包含500个任务集,总计149112帧数据,使用PandaOmron机器人类型。数据集以20帧每秒的速率采集,包括训练集(0:500)。数据特征涵盖观察图像(如机器人左代理视图、右代理视图和手眼视图),每个图像为256x256像素的RGB视频;观察状态向量(16维,包括基础位置、旋转、末端执行器相对位置和旋转,以及夹爪手指状态);动作向量(12维,包括基础速度、躯干高度、控制模式、末端执行器位置和旋转变化,以及夹爪闭合状态);以及奖励、完成标志、时间戳和索引信息。数据集结构以Parquet文件格式存储,适用于机器人强化学习或模仿学习任务。
This dataset is designed for robotics learning, created using LeRobot. It contains 500 task episodes with a total of 149,112 frames, utilizing the PandaOmron robot type. The data is captured at 20 frames per second and includes a training split (0:500). Features encompass observation images (e.g., robot left agent view, right agent view, and eye-in-hand view), each as RGB video frames with 256x256 resolution; observation state vectors (16-dimensional, including base position, rotation, end-effector relative position and rotation, and gripper finger states); action vectors (12-dimensional, including base velocities, torso height, control mode, end-effector position and rotation changes, and gripper closure); along with reward, done flags, timestamps, and index information. The dataset structure is stored in Parquet format, suitable for robotics reinforcement learning or imitation learning tasks.
提供机构:
morealcholplz


