Toyota Research Institute, Inc.

Calder Phillips-Grafflin

Guy Danner

Alexander Alspach

Ira Spool

Seth O Newburg

Aimee S Goncalves

Erik C Sobel

Joseph Fenton

Jonathan Kalow

Nicholas Brennan

A method and system for adjusting vehicle operations. Wheel sensors are disposed to detect parameters associated with treads of wheels and parameters associated with road conditions. An electronic control unit receives information from the wheel sensors. The electronic control unit determines a performance metric of the wheels based on the parameters associated with treads. The electronic control unit receives determine adjustments for operation of the vehicle based on the performance metric and the parameters associated with road conditions.

Wheel well mounted depth sensors for tire monitoring

An embodiment takes the form of a method carried out by a task-execution device. The task-execution device applies a first local-model update to a local model of the task-execution device. The first local-model update is applied based on a first global-model update to a global model of a global-model repository. The task-execution device generates an execution policy based on (i) a received task request identifying a requested task and (ii) the local model including the first local-model update. The task-execution device executes a performance of the requested task based on the generated execution policy, and obtains an observation of the performance of the requested task. Additionally, the task-execution device applies a second local-model update to the local model based on the obtained observation of the performance of the requested task, and provides the global-model repository with an indication of the second local-model update.

Methods and systems for performing tasks based on a global model

A robotic grommet installer includes a robotic arm and an installation unit. The installation unit includes a rotary grommet holder rotatively coupled to the robotic arm and an installer coupled to the robotic arm. The rotary grommet holder includes a plurality of grommet chambers spaced circumferentially about a rotational axis of the rotary grommet holder. Each grommet chamber of the plurality of grommet chambers is configured to hold a plurality of grommets. The installer is configured to retrieve a grommet from the rotary grommet holder, wherein the rotary grommet holder is configured to rotate to align the installer with an available grommet positioned within one of the plurality of grommet chambers.

Robotic grommet installers and methods of installing grommets

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Jamaica Plain, MA, United States of America

Calder Phillips-Grafflin