Consideration of risks in active sensing for an autonomous vehicle
AssigneeWaymo LLC
InventorsEric Teller, Peter Lombrozo
Life of this patent
Estimating the term…
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AssigneeWaymo LLC
InventorsEric Teller, Peter Lombrozo
Estimating the term…
An autonomous vehicle configured for active sensing may also be configured to weigh expected information gains from active-sensing actions against risk costs associated with the active-sensing actions. An example method involves: (a) receiving information from one or more sensors of an autonomous vehicle, (b) determining a risk-cost framework that indicates risk costs across a range of degrees to which an active-sensing action can be performed, wherein the active-sensing action comprises an action that is performable by the autonomous vehicle to potentially improve the information upon which at least one of the control processes for the autonomous vehicle is based, (c) determining an information-improvement expectation framework across the range of degrees to which the active-sensing action can be performed, and (d) applying the risk-cost framework and the information-improvement expectation framework to determine a degree to which the active-sensing action should be performed.
A method comprising:
A system comprising:
A non-transitory computer-readable medium comprising program instructions executable by a computing system to cause the computing system to perform operations comprising:
Dependencies are inferred from the claim text.