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Hardware & control

Robot manipulation

Robot manipulation is a robot's controlled physical interaction with objects or its environment to change or maintain their state. It includes grasping, carrying, pushing, pulling, inserting, wiping, folding, tool use, and other tasks performed through selective contact. Manipulation can use a gripper, hand, tool, arm, or another part of the robot.

Also known as: robotic manipulation

Updated

Manipulation changes the world through contact

Matthew Mason's broad definition describes manipulation as control of the environment through selective contact. That includes more than picking and placing rigid objects. A robot can push, pour, wipe, fasten, fold, open, cut or hold something in place.

The definition centres the interaction rather than one device. An arm with a parallel gripper is common, but manipulation may use a dexterous hand, suction cup, tool, mobile base, forearm or whole body. Grasping is one manipulation primitive, not a synonym for the entire field.

Perception, planning and control meet at contact

A manipulation system must identify relevant objects and geometry, choose a sequence of contacts and motions, and regulate the resulting forces. The MIT manipulation notes emphasise the combination of perception, task and motion planning, and feedback control required beyond a simple pick-and-place abstraction.

Contact makes the problem discontinuous. An object may stick, slide, roll, deform or lose contact after a small change in pose or force. A policy that succeeds visually can still fail because friction, compliance or object state differs from training.

A manipulation episode needs causes and outcomes

Useful data aligns observations, robot state, actions, contact signals, object state, task instruction and outcome. Camera video alone may show that an object moved without revealing the command, force or failed contact that caused the change.

The record should also identify the end effector, coordinate frames, control mode, action space, task success criteria and reset procedure. These details allow buyers and researchers to distinguish reusable manipulation experience from footage that documents only the final appearance.

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