遇见数据集
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资源简介:

该数据集对异常机器人系统进行了总结,这些系统的物理参数被改变,导致状态转换出现异常。具体来说,与正常直径为12×80毫米的机器人相比,A-Ant型号的腿部直径被改变为12×88毫米。在规模方面,该数据集包含了2000次迭代训练,并在1000个系统上进行了测试(其中90%为正常系统,10%为异常系统)。任务目标是检测机器人系统中的异常。

This dataset summarizes anomalous robotic systems, whose physical parameters have been modified, leading to abnormal state transitions. Specifically, compared with normal robots with a leg diameter of 12×80 mm, the leg diameter of the A-Ant model has been adjusted to 12×88 mm. In terms of scale, this dataset includes 2000 training iterations and is tested on 1000 systems, where 90% are normal systems and 10% are anomalous systems. The task objective is to detect anomalies in robotic systems.

提供机构:
OpenAI/Gym/Pybullet
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