PhysDBPhysical AI Map

Embodiment

State estimation

Estimating the current state of the robot, objects, environment, and task from noisy observations.

stateuncertainty

What it is

State estimation provides the hidden variables a controller or policy needs but cannot directly observe.

Why it matters

Action quality depends on knowing where the robot and task actually are.

How not to overread it

High-level model confidence should not replace measured state uncertainty.

Related edges

supports

Sensor fusion

Robot state

State estimates must expose uncertainty.

feeds

Robot policy

Policy inputs

Bad state estimates can make good policies fail.