Load an Exported Policy

Load the exported package with auto-detection first.

python

from physicalai.inference import InferenceModel

model = InferenceModel.load("./exports/act_policy")

Then compute one action.

python

model.reset()
action = model.select_action(observation)

If necessary, select the backend explicitly.

python

model = InferenceModel.load(
    "./exports/act_policy",
    backend="openvino",
    device="CPU",
)

Use chunk prediction when a runtime owns the queueing and timing.

python

chunk = model.predict_action_chunk(observation)

Do not build robot-loop timing around select_action(). Use PolicyRuntime when the policy is driving hardware.