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Humanoid and legged robotics

Humanoid Robots

Robots shaped roughly like humans so they can work in human designed spaces.

Humanoid robot data

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Category reference

What humanoid robots are

Humanoid Robots are robotic systems built for factory assistance, warehouse handling, research labs. They use sensors, actuators, embedded compute, control software, and task logic to act in physical environments.

This reference describes the category rather than a particular commercial product. Capabilities depend on the robot, its tools, software, operating environment and safety design. Product claims should be checked against the manufacturer documentation for the exact model and configuration.

How humanoid robots work

A humanoid robots system senses the world using RGB cameras, depth cameras, 3D LiDAR, IMU, joint encoders, estimates state, plans a task or route, and commands torque controlled electric joints, series elastic actuators, dexterous robotic hands, harmonic drives. Feedback loops compare the intended motion with what actually happened and trigger corrections, retries, or a safe stop.

Typical applications

  • factory assistance
  • warehouse handling
  • research labs
  • teleoperated service tasks
  • public demonstrations

Representative systems and formats

  • general purpose humanoid prototypes
  • factory humanoid pilots
  • research humanoid platforms
  • Humanoid Robots research platforms
  • Humanoid Robots commercial systems
  • Humanoid Robots pilot deployments

Key technologies

  • bipedal locomotion
  • whole body control
  • dexterous manipulation
  • physical AI
  • human environment navigation

Common sensors

  • RGB cameras
  • depth cameras
  • 3D LiDAR
  • IMU
  • joint encoders
  • force torque sensors

Actuation and movement

  • torque controlled electric joints
  • series elastic actuators
  • dexterous robotic hands
  • harmonic drives
  • compliant feet

Software functions

  • whole body control
  • vision language action models
  • imitation learning
  • task planning
  • semantic mapping
  • teleoperation

What to verify before deployment

A category description cannot predict performance in a specific workplace. Test the real task, environment and exception cases. Record where the system needs human recovery and confirm that the complete application has an appropriate safety assessment.

  • Performance drops when sensors face glare, dust, occlusion, deformable objects, poor lighting, water, smoke, or unexpected human behavior.
  • Hardware maintenance matters because motors, joints, seals, batteries, cables, and sensors degrade.
  • Most reliable autonomy is narrow and workflow specific.
  • Integration cost includes training, safety validation, spare parts, maps, network coverage, and support.
  • Human supervision is often needed for edge cases, recovery, cleaning, charging, or exceptions.

Related reporting with named evidence

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