n5zhong/libero-100-random-traces
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资源简介:
这是一个修改版的LIBERO-100数据集,基于yilin-wu的数据集进行扩展。数据集包含修改后的技能注释,这些注释提供了轨迹数据,用于训练轨迹生成器。通过LIBERO模拟器,额外添加了4,000条轨迹,这些轨迹将机器人放置在某个起始位置,并沿着记录的演示轨迹移动,本质上是一些无意义的移动命令。其目的是训练机器人控制器遵循轨迹,避免对特定场景过拟合,从而提升泛化能力。
A modified version of the LIBERO-100 dataset, forked from yilin-wus dataset. The modified skill annotations contain trace data for training a trace generator. Using the LIBERO simulator, an additional 4,000 trajectories have been added, which start the robot at a given position and move it along a trace determined by a recorded demo in the dataset. These are essentially nonsense move commands, intended to train the controller to obey traces and prevent overfitting to specific scenes.
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n5zhong


