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Autonomous manipulation montage showing tool-use tasks and candidate hand, neck, and arm trajectories
Image: NASA/JPL-Caltech ↗
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Robotic Manipulation

Robotic manipulation concerns sensing, planning and controlling physical contact with objects and tools.

ConfirmedLast updated Aug 20, 2026Quelle ↗

How it works

A robot estimates object and arm state, selects grasps or contact strategies, and controls joints and end effectors while using feedback.

Why it matters

Manipulation allows robots to do useful physical work rather than only observe or move through an environment.

Advantages

  • repeatable physical tasks
  • force and precision control
  • tool use

Limitations

  • object diversity
  • contact uncertainty
  • dexterity and safety challenges

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Capabilities depend on implementation, operating environment, training data, hardware and safety controls. Follow the connected records and sources before generalizing.

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