five

BlockPAP-v1_Mix

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Hugging Face2026-03-15 更新2026-03-20 收录
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https://huggingface.co/datasets/aaroncaozj/BlockPAP-v1_Mix
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资源简介:
BlockPAP-v1 Mix 是一个用于 LeRobot v2.1 的混合数据集,包含真实轨迹和 MimicGen 轨迹。数据集配置包括训练数据文件的路径(以 parquet 格式存储),语言为英语,许可证为 Apache-2.0。需要注意的是,在真实 Franka Research 3 上,state[5](z_euler)与模拟数据相比存在 -45 度偏移。因此,在使用此数据集进行训练时,需要处理这一差异,例如在读取模拟数据时添加一个常数偏置,以使 state[5] 的数据分布与真实机器一致,从而实现平滑部署。如果在模拟中进行 rollout,也需要对 state[5] 进行补偿以对齐训练分布。

BlockPAP-v1 Mix is a mixed dataset for LeRobot v2.1, comprising real-world trajectories and MimicGen-generated trajectories. The dataset configuration includes the paths to training data files stored in Parquet format, with English as the language and the Apache-2.0 license. Notably, on the real Franka Research 3 robot, state[5] (z_euler) has a -45-degree offset compared to the simulated data. Therefore, this discrepancy must be addressed when training with this dataset: for example, add a constant bias when reading simulated data to align the data distribution of state[5] with that of the real robot, enabling smooth deployment. If performing rollouts in simulation, state[5] also needs to be compensated to align with the training distribution.
创建时间:
2026-03-14
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