From Pterodactyls and Cactus to Artificial Intelligence

Presented at NodeJS Interactive North America/Europe 2016

Videos:
- https://www.youtube.com/watch?v=P7XHzqZjXQs
- https://www.youtube.com/watch?v=jOFvvFPbhOw

Among many things I love, what I really appreciate doing is the different, and learn with it.
Breaking barriers is complicated for any person. Knowledge barriers many times are formed by ourselves by incomplete parts of our mind's puzzle. What If I could help you out with some piece of Artificial Intelligence, without "puzzling" your head?

This project consists of an A.I. coded in Node.JS that learns by itself to play the "Google Chrome"'s Dino game (the one that pops up when there is no internet).

Using Neural Networks, and a Genetic Algorithm, I could manage to let the computer learn by itself how to play the game like a ninja. The project has been hosted in github (https://github.com/ivanseidel/IAMDinosaur) and it's called IAMDinosaur.

Transcript

1. From Pterodactyls and Cactus to Artificial Intelligence Ivan Seidel
2. From to Artific Question: Why? Ivan Seidel
3. João Pedro Vilas Tony Ngan Thanks, Ivan Seidel
4. Thanks, • Envolvido com robótica desde 2006 • FLL, OBR, RoboCup • 4 Campeonatos Mundiais • Turquia, México, Atlanta, Holanda • Bibliotecas usadas globalmente • E o mais importante... • Amo o que faço! Ivan Seidel
5. How it works? Ivan Seidel
6. Sensors { Distance Size Speed How it works? Ivan Seidel
7. Sensors { Distance Size Speed How it works? Ivan Seidel
8. Sensors { Distance Size Speed Speed How it works? Ivan Seidel
9. Sensors { Distance Size Speed How it works? Ivan Seidel
10. Sensors { Distance Size Speed How it works? GameManipulator Ivan Seidel
11. Sensors { Distance Size Speed How it works? GameManipulator Ivan Seidel
12. Sensors { Distance Size Speed How it works? GameManipulator Ivan Seidel
13. Sensors { Distance Size Speed How it works? GameManipulator Ivan Seidel
14. Sensors { Distance Size Speed How it works? GameManipulator Ivan Seidel
15. Sensors { Distance Size Speed How it works? GameManipulator Ivan Seidel
16. Sensors { Distance Size Speed How it works? Ivan Seidel
17. Sensors { Distance Size Speed How it works? Actuators { Ivan Seidel
18. Distance Size Speed Neural Network Ivan Seidel
19. Distance Size Speed Neural Network Ivan Seidel
20. Distance Size Speed Neural Network Ivan Seidel
21. Distance Size Speed Neural Network Ivan Seidel
22. Neural Network A B X a b A a x B b x + X + Neuron Ivan Seidel
23. Neural Network 1 1 0 Neuron 1 0 0 0 Ivan Seidel
24. Neural Network 1 1 0 Neuron 1 1 1 0 Ivan Seidel
25. Neural Network 1 1 0 Neuron 1 1 0 1 Ivan Seidel
26. Neural Network 1 1 0 Neuron 1 2 1 1 Ivan Seidel
27. Neural Network 1 1 0 Neuron (1,0) (1,1) (0,1) (0,0) OR 1 2 1 1 Ivan Seidel
28. Neural Network 0.5 1 1 1 1 0.5 0 (1,0) (1,1) (0,1) (0,0) AND Neuron Ivan Seidel
29. Neural Network (1,0) (1,1) (0,1) (0,0) XOR Neuron Ivan Seidel
30. Neural Network Ivan Seidel
31. Neural Network by Juan Cazala Ivan Seidel
32. Neural Network by Jason Stallings Ivan Seidel
33. Neural Network Ivan Seidel
34. Neural Network Genetic Algorithm Ivan Seidel
35. Neural Network Genetic Algorithm Ivan Seidel
36. Neural Network Genetic Algorithm Ivan Seidel
37. Neural Network Genetic Algorithm Ivan Seidel
38. Neural Network Genetic Algorithm Ivan Seidel
39. Neural Network Genetic Algorithm 2º 3º 8º 5º 4º 1º 7º 6º Ivan Seidel
40. Neural Network Genetic Algorithm “Natural” Selection Ivan Seidel
41. Neural Network Genetic Algorithm “Natural” Selection Ivan Seidel
42. Neural Network Genetic Algorithm “Natural” Selection Ivan Seidel
43. Neural Network Genetic Algorithm “Natural” Selection Ivan Seidel
44. Neural Network Genetic Algorithm “Natural” Selection Ivan Seidel
45. Neural Network Genetic Algorithm Ivan Seidel
46. Neural Network Genetic Algorithm Ivan Seidel
47. Neural Network Genetic Algorithm Ivan Seidel
48. Neural Network Genetic Algorithm Ivan Seidel
49. Neural Network Genetic Algorithm Mutation Ivan Seidel
50. Neural Network Genetic Algorithm Mutation Ivan Seidel
51. Neural Network Genetic Algorithm Mutation Ivan Seidel
52. Neural Network Genetic Algorithm Mutation Ivan Seidel
53. Neural Network Genetic Algorithm Mutation Ivan Seidel
54. Neural Network Genetic Algorithm Ivan Seidel
55. DEMO Neural Network Genetic Algorithm DEMO Ivan Seidel
56. github.com/ivanseidel/IAMDinosaur youtube.com/ivanseidel
57. github.com/ivanseidel/IAMDinosaur youtube.com/ivanseidel