Skip to content

Questions about the statistical data in demo/stat.json file #4

Description

@miznchimaki

Excellent work! Thank you for sharing the code.

While reading the source code for the inference demo, I noticed that the action inputs are normalized using statistical values (e.g., min/max or p01/p99). I have a few questions regarding the statistics provided in demo/stat.json:

  1. How were the min/max, p01/p99, and mean/std values for the robot arm joints and end-effector poses obtained? Were these statistics computed from the training data?

  2. What exactly does action represent in action_joint and action_pose? Does it refer to delta actions computed as the difference between the robot state readings at two consecutive frames, i.e., (s_{t+1} - s_t)?

  3. For state_pose and action_pose, excluding the gripper dimension, do the remaining left+right 6-dimensional representation are [x, y, z] + Euler angles? If so, are the Euler angles represented in roll-pitch-yaw (RPY) order?

Thank you in advance!

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions