US 2024/0190481 A1 · ADAPTIVE TRUST CALIBRATION

Abstract

According to one aspect, systems and techniques for adaptive trust calibration may include usage of a driving style predictor, including a memory and a processor. The memory may store one or more instructions and the processor may execute one or more of the instructions stored on the memory to perform one or more acts, actions, or steps, such as receiving a current automated vehicle (AV) driving style, receiving an indication of an event and an associated event type, receiving an indication of a driver takeover, concatenating the current AV driving style and one or more of the event type or the driver takeover to generate an input, and passing the input through a neural network, which may include a gated recurrent unit (GRU), to generate a preference change associated with the AV driving style.

Claims20

Dependent claims

A system for adaptive trust calibration, comprising:

a driving style predictor including:
a memory storing one or more instructions;
and
a processor executing one or more of the instructions stored on the memory to perform:
receiving a current automated vehicle (AV) driving style;
receiving an indication of an event and an associated event type;
concatenating the current AV driving style and the event type to generate an input;
and
passing the input through a neural network to generate a preference change associated with the AV driving style.

6 more elements

Dependencies are inferred from the claim text.

Adaptive trust calibration

Life of this patent

Adaptive trust calibration

Life of this patent

Abstract

Claims20