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From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

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Page 1: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital
Page 2: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

From Pterodactyls and Cactusto Artificial Intelligence

Page 3: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

From Pterodactyls and Cactusto Artificial Intelligence

Question: Why?

Page 4: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Thanks,

João Pedro Vilas Tony Ngan

Page 5: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Sensors

How it works?

Page 6: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Sensors {Distance

Size

SpeedHow it works?

Page 7: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Sensors { Distance

Size

SpeedHow it works?

Page 8: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Sensors { Distance

Size

SpeedSpeedHow it works?

Page 9: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Sensors { Distance

Size

Speed

How it works?

Page 10: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Sensors { Distance

Size

Speed

How it works?GameManipulator

Page 11: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Sensors { Distance

Size

Speed

How it works?GameManipulator

Page 12: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Sensors { Distance

Size

Speed

How it works?GameManipulator

Page 13: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Sensors { Distance

Size

Speed

How it works?

Page 14: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Sensors { Distance

Size

Speed

How it works?

Actuators{

Page 15: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Distance

Size

Speed

Neural Network

Page 16: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Distance

Size

Speed

Neural Network

Page 17: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Distance

Size

Speed

Neural Network

Page 18: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Distance

Size

Speed

Neural Network

Page 19: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural Network

A

B Xa

b

Aa x Bb x+ X+

Neuron

Page 20: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural Network

1

1 0

Neuron

1 00

0

Page 21: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural Network

1

1 0

Neuron

1 11

0

Page 22: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural Network

1

1 0

Neuron

1 10

1

Page 23: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural Network

1

1 0

Neuron

1 21

1

Page 24: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural Network

1

1 0

Neuron

(1,0)

(1,1)(0,1)

(0,0)

OR

1 21

1

Page 25: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural Network

0.5 1 11

1

0.5 0

(1,0)

(1,1)(0,1)

(0,0)

AND

Neuron

Page 26: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural Network

(1,0)

(1,1)(0,1)

(0,0)

XOR

Neuron

Page 27: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural Network

Page 28: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural Network

by Juan Cazala

Page 29: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural Network

by Jason Stallings

Page 30: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural Network

Page 31: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural NetworkGenetic Algorithm

Page 32: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural NetworkGenetic Algorithm

Page 33: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural NetworkGenetic Algorithm

Page 34: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural NetworkGenetic Algorithm

Page 35: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural NetworkGenetic Algorithm

Page 36: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural NetworkGenetic Algorithm

2º3º8º5º4º1º7º6º

Page 37: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural NetworkGenetic Algorithm

“Natural” Selection

Page 38: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural NetworkGenetic Algorithm

“Natural” Selection

Page 39: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural NetworkGenetic Algorithm

“Natural” Selection

Page 40: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural NetworkGenetic Algorithm

“Natural” Selection

Page 41: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural NetworkGenetic Algorithm

“Natural” Selection

Page 42: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural NetworkGenetic Algorithm

Page 43: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural NetworkGenetic Algorithm

Page 44: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural NetworkGenetic Algorithm

Page 45: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural NetworkGenetic Algorithm

Page 46: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural NetworkGenetic Algorithm

Mutation

Page 47: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural NetworkGenetic Algorithm

Mutation

Page 48: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural NetworkGenetic Algorithm

Mutation

Page 49: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural NetworkGenetic Algorithm

Mutation

Page 50: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural NetworkGenetic Algorithm

Mutation

Page 51: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

Neural NetworkGenetic Algorithm

Page 52: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

DEMO

Neural NetworkGenetic Algorithm

DEMO

Page 53: From Pterodactyls and Cactus to Artificial Intelligence - Ivan Seidel Gomes, Tenda Digital

github.com/ivanseidel/IAMDinosaur youtube.com/ivanseidel