遥操作Teleoperation
Teleoperation
让人在远处实时控制机器人，也顺手把人的操作录成训练数据。Let a person control a remote robot in real time, and record the operation as training data.
遥操作指人通过操纵杆、主从臂或视频反馈，实时控制远处的机器人完成动作。
在机器人学习里它还是数据采集手段：ALOHA 与 Mobile ALOHA 用低成本主从臂让人演示双臂与全身操作，把轨迹录下来供模仿学习使用。
看机器人演示要先分清：动作是人实时遥操作出来的，还是模型自主执行的——两者展示的能力完全不同。
Teleoperation means a person controls a distant robot in real time through a joystick, leader-follower arms or video feedback.
In robot learning it is also a data-collection method: ALOHA and Mobile ALOHA use low-cost leader-follower arms for human demonstrations of bimanual and whole-body operation, recording trajectories for imitation learning.
When watching robot demos, first distinguish whether actions are produced by real-time human teleoperation or autonomous model execution — the capabilities shown are completely different.
很多惊艳的机器人视频背后是人在遥操作。知道这一点，你就不会把「人控演示」误读成「自主能力」；也能理解遥操作数据集为什么是具身智能训练的原料。Many impressive robot videos have a human teleoperating behind them. Knowing this prevents reading human-controlled demos as autonomous capability, and explains why teleoperation datasets are raw material for embodied AI training.
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