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Modern Robotics: Evolutionary Robotics COSC 4560 / COSC 5560 Professor Cheney 2/14/18

Modern Robotics: Evolutionary Robotics COSC 4560 / COSC 5560 … · 2020-02-17 · MOST BEAUTIFUL THE NEW SCIENCE OF EVO DEVO SEAN B. CARROLL How nature builds complexity Development

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Page 1: Modern Robotics: Evolutionary Robotics COSC 4560 / COSC 5560 … · 2020-02-17 · MOST BEAUTIFUL THE NEW SCIENCE OF EVO DEVO SEAN B. CARROLL How nature builds complexity Development

Modern Robotics: Evolutionary RoboticsCOSC 4560 / COSC 5560

Professor Cheney2/14/18

Page 2: Modern Robotics: Evolutionary Robotics COSC 4560 / COSC 5560 … · 2020-02-17 · MOST BEAUTIFUL THE NEW SCIENCE OF EVO DEVO SEAN B. CARROLL How nature builds complexity Development

Artificial Embryogeny

Page 3: Modern Robotics: Evolutionary Robotics COSC 4560 / COSC 5560 … · 2020-02-17 · MOST BEAUTIFUL THE NEW SCIENCE OF EVO DEVO SEAN B. CARROLL How nature builds complexity Development

Indirect Encodings

Page 4: Modern Robotics: Evolutionary Robotics COSC 4560 / COSC 5560 … · 2020-02-17 · MOST BEAUTIFUL THE NEW SCIENCE OF EVO DEVO SEAN B. CARROLL How nature builds complexity Development
Page 5: Modern Robotics: Evolutionary Robotics COSC 4560 / COSC 5560 … · 2020-02-17 · MOST BEAUTIFUL THE NEW SCIENCE OF EVO DEVO SEAN B. CARROLL How nature builds complexity Development
Page 6: Modern Robotics: Evolutionary Robotics COSC 4560 / COSC 5560 … · 2020-02-17 · MOST BEAUTIFUL THE NEW SCIENCE OF EVO DEVO SEAN B. CARROLL How nature builds complexity Development
Page 7: Modern Robotics: Evolutionary Robotics COSC 4560 / COSC 5560 … · 2020-02-17 · MOST BEAUTIFUL THE NEW SCIENCE OF EVO DEVO SEAN B. CARROLL How nature builds complexity Development
Page 8: Modern Robotics: Evolutionary Robotics COSC 4560 / COSC 5560 … · 2020-02-17 · MOST BEAUTIFUL THE NEW SCIENCE OF EVO DEVO SEAN B. CARROLL How nature builds complexity Development
Page 9: Modern Robotics: Evolutionary Robotics COSC 4560 / COSC 5560 … · 2020-02-17 · MOST BEAUTIFUL THE NEW SCIENCE OF EVO DEVO SEAN B. CARROLL How nature builds complexity Development
Page 10: Modern Robotics: Evolutionary Robotics COSC 4560 / COSC 5560 … · 2020-02-17 · MOST BEAUTIFUL THE NEW SCIENCE OF EVO DEVO SEAN B. CARROLL How nature builds complexity Development

In humans…

Encoding length: 3 billion base pairs

Number of cells encoded: ~10 trillion cells

Number of neurons in the brain: 100 billion

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Page 13: Modern Robotics: Evolutionary Robotics COSC 4560 / COSC 5560 … · 2020-02-17 · MOST BEAUTIFUL THE NEW SCIENCE OF EVO DEVO SEAN B. CARROLL How nature builds complexity Development

What's the best generative encoding?

What are some options for generative encodings?

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Page 21: Modern Robotics: Evolutionary Robotics COSC 4560 / COSC 5560 … · 2020-02-17 · MOST BEAUTIFUL THE NEW SCIENCE OF EVO DEVO SEAN B. CARROLL How nature builds complexity Development
Page 22: Modern Robotics: Evolutionary Robotics COSC 4560 / COSC 5560 … · 2020-02-17 · MOST BEAUTIFUL THE NEW SCIENCE OF EVO DEVO SEAN B. CARROLL How nature builds complexity Development
Page 23: Modern Robotics: Evolutionary Robotics COSC 4560 / COSC 5560 … · 2020-02-17 · MOST BEAUTIFUL THE NEW SCIENCE OF EVO DEVO SEAN B. CARROLL How nature builds complexity Development
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Page 32: Modern Robotics: Evolutionary Robotics COSC 4560 / COSC 5560 … · 2020-02-17 · MOST BEAUTIFUL THE NEW SCIENCE OF EVO DEVO SEAN B. CARROLL How nature builds complexity Development
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e.g. paedomorphism

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Page 46: Modern Robotics: Evolutionary Robotics COSC 4560 / COSC 5560 … · 2020-02-17 · MOST BEAUTIFUL THE NEW SCIENCE OF EVO DEVO SEAN B. CARROLL How nature builds complexity Development