This document discusses artificial intelligence and how neural networks and genetic algorithms work. It explains that neural networks are composed of sensors that collect data on distance, size, and speed and actuators that allow for movement. It also describes how genetic algorithms use natural selection and mutation to evolve solutions.

2. From Pterodactyls and Cactus
to Artificial Intelligence

3. From
to Artific
Question: Why?

4. Thanks,
João Pedro Vilas Tony Ngan

5. How it works?

6. Sensors
{
Distance
Size
Speed
How it works?

7. Sensors
{ Distance
Size
Speed
How it works?

8. Sensors
{ Distance
Size
SpeedSpeed
How it works?

9. Sensors
{ Distance
Size
Speed
How it works?

10. Sensors
{ Distance
Size
Speed
How it works?GameManipulator

11. Sensors
{ Distance
Size
Speed
How it works?GameManipulator

12. Sensors
{ Distance
Size
Speed
How it works?GameManipulator

13. Sensors
{ Distance
Size
Speed
How it works?

14. Sensors
{ Distance
Size
Speed
How it works?
Actuators
{

15. Distance
Size
Speed
Neural Network

16. Distance
Size
Speed
Neural Network

17. Distance
Size
Speed
Neural Network

18. Distance
Size
Speed
Neural Network

19. Neural Network
A
B X
a
b
Aa x Bb x+ X+
Neuron

20. Neural Network
1
1 0
Neuron
1
00
0

21. Neural Network
1
1 0
Neuron
1
11
0

22. Neural Network
1
1 0
Neuron
1
10
1

23. Neural Network
1
1 0
Neuron
1
21
1

24. Neural Network
1
1 0
Neuron
(1,0)
(1,1)
(0,1)
(0,0)
OR
1
21
1

25. Neural Network
0.5
1
11
1
0.5 0
(1,0)
(1,1)
(0,1)
(0,0)
AND
Neuron

26. Neural Network
(1,0)
(1,1)
(0,1)
(0,0)
XOR
Neuron

27. Neural Network

28. Neural Network
by Juan Cazala

29. Neural Network
by Jason Stallings

30. Neural Network

31. Neural NetworkGenetic Algorithm

32. Neural NetworkGenetic Algorithm

33. Neural NetworkGenetic Algorithm

34. Neural NetworkGenetic Algorithm

35. Neural NetworkGenetic Algorithm

36. Neural NetworkGenetic Algorithm
2º
3º
8º
5º
4º
1º
7º
6º

37. Neural NetworkGenetic Algorithm
“Natural” Selection

38. Neural NetworkGenetic Algorithm
“Natural” Selection

39. Neural NetworkGenetic Algorithm
“Natural” Selection

40. Neural NetworkGenetic Algorithm
“Natural” Selection

41. Neural NetworkGenetic Algorithm
“Natural” Selection

42. Neural NetworkGenetic Algorithm

43. Neural NetworkGenetic Algorithm

44. Neural NetworkGenetic Algorithm

45. Neural NetworkGenetic Algorithm

46. Neural NetworkGenetic Algorithm
Mutation

47. Neural NetworkGenetic Algorithm
Mutation

48. Neural NetworkGenetic Algorithm
Mutation

49. Neural NetworkGenetic Algorithm
Mutation

50. Neural NetworkGenetic Algorithm
Mutation

51. Neural NetworkGenetic Algorithm

52. DEMO
Neural NetworkGenetic Algorithm
DEMO

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