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Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer...

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Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics Group [email protected] http://csail.mit.edu/~edsinge r
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Page 1: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

Building Humanoid Robots Our quest to create intelligent machines

Aaron Edsinger

MIT Computer Science and Artificial Intelligence Laboratory

Humanoid Robotics [email protected]

http://csail.mit.edu/~edsinger

Page 2: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

Robots!

Page 3: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

Building Robots

Making Robots Smart

Understanding Human Intelligence

MITHumanoid Robotics Group

Page 4: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

Building Robots Early Experiences

1982Hovercraft

1992Solar Car

Stanford University

Childhood Inventor

Page 5: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

Building RobotsLife as a Robot

Artist

Page 6: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

Building RobotsLife as a Robot

Artist

QuickTime™ and aSorenson Video decompressorare needed to see this picture.

Page 7: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

Life as a Robot Researcher,

MIT

COG

KISMET

DOMO

CARDEA

Building Robots

Page 8: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

Building RobotsDOMO

Page 9: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

Building RobotsDOMO

Page 10: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

Building RobotsDOMO

Page 11: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

Building RobotsDOMO

Page 12: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

Building RobotsDOMO

Page 13: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

Making Robots Smart

Page 14: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

Robots That Can Work Alongside Humans

Page 15: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

Robots That Entertain

Page 16: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

WE WE CAN CAN BUILD BUILD YOUYOU

Extreme Humanlike Robots

Page 17: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

“Albert Hubo” by Hanson, ARRI, KAIST

world’s first facial expressions on a walking humanoidHanson Robotics Inc“humanizing technologies””

Page 18: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

ProcessProcess

Hanson Robotics Inc“humanizing technologies””

Page 19: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

Albert Hubo and KAIST

Page 20: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.
Page 21: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

Social Robots, smarter via Integration, Inspired by systems biology, wherein the whole is greater than sum of parts

Intelligent Machines are Coming

• Multimodal data fusion of1. Speech, 2. Natural language, 3. Vision: face, gesture, objects

• Cognitive Architectures1. Theory of Mind 2. Dynamic Modeling

• Physical Interaction with the world: 1. Bipedal locomotion, Manipulation2. Navigation, mapping3. Expressive hardware, mfg process

• Adoption of the Humanlike form1. We are naturally attracted to faces and gestures2. Much more sensitive to Human Faces and

gestures

Page 22: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

Cog

Page 23: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

Kismet

Page 24: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

•29 active degrees of freedom (DOF)

•Two 6 DOF force controlled arms using Series Elastic Actuators

•Two 6 DOF force controlled hands using SEAs

•A 2 DOF force controlled neck using SEAs

•Stereo pair of Point Grey Firewire CCD cameras

•Stereo Videre STH-DCSG-VAR-C Firewire cameras

•Intersense 3 axis gyroscope

•Two 4 DOF hands using Force Sensing Compliant (FSC) actuators

•Embedded brushless and brushed DC motor drivers

•5 Embedded Motorola 56F807 DSPs running a 1khz control loop

•4 CANBus channels providing 100hz communication to external computation.

•49 potentiometers, 7 encoders, 24 tactile sensors, 12 brushless amplifiers, 17 brushed amplifiers, 12 sensor conditioners embedded on-board

•An estimated 500 fabricated mechanical components and 60 electronics PCBs

•12 node Debian Linux cluster running a mixture of C/C++/Python and utilizing the Yarp and pysense robot libraries.

•Weight: 42lbs. Height: 34" tall. Arm span: 5' 6"

Domo

Page 25: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

Behavior Based Architecture

Page 26: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

Series Elastic and Force Sensing Compliant Actuators

F=-kx

Page 27: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

Series Elastic and Force Sensing Compliant Actuators

•Mechanically simple

•Improved stability

•Shock tolerance

•Highly backdrivable

•Low-grade components

•Low impedance at high frequencies

Page 28: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

Passive and Active Compliance

Series Elastic Actuator Force based grasping

Page 29: Building Humanoid Robots Our quest to create intelligent machines Aaron Edsinger MIT Computer Science and Artificial Intelligence Laboratory Humanoid Robotics.

Understanding Human Intelligence


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