2018/04/09 東大院情報理工学系研究科の電子情報学特論Iでの講義資料です

1. Preferred Networks

2. l -2008
l 2008-2011
l 2011-2016
l 2016-
l
l Chainer CuPy OSS
l
NLP
2015,
2017,
2

3. 3
l 41214410 324 5 4 41 FP
l f C T TP UNCn F
l a c A INC
l e d
: Preferred Networks (PFN)

4. Preferred Networks
4

5. 10
5

6. 6
https://www.youtube.com/watch?v
=6ei_Dn-Uxqs

7. 7
GPGPU

8. 8

9. 9

10. 10

11. 10
11

12. l
l
12

13. 13

14. l
l
14

15. l B1
l B3
l B4
15

16. 16

17. l
l
17

18. 18

19. l
l 2000
l
19

20. 20

21. l
l
21

22. 2013
22
A. Stomakhin, C. Schroeder, L. Chai, J. Teran, A. Selle
A material point method for snow simulation. SIGGRAPH 2013

23. l
l
l
23

24. l 1990
l 2000 WWW
l 2010 SNS
l
24

25. 27
http://www.soumu.go.jp/johotsusintokei/whitepaper/ja/h27/html/nc372110.html

26. : Siri
26
https://www.apple.com/jp/ios/siri/ http://v-assist.yahoo.co.jp/
https://www.nttdocomo.co.jp/service/information/shabette_concier/

27. 1/2
l
l 1970 PC
l
l
l 2000
l
27

28. 2/2
l
l RSS 2000
l
l
l 2000
l
28

29. 29

30. l
l
l
30

31. l 2000
l Web
l 2005 SNS
l
l 2010
l
l 2015
l
31

32. l
l
l
32

33. : Pepper, , , Jibo,
…
33
https://www.jibo.com/
https://robohon.com/special/
http://www.takaratomy.co.jp/p
roducts/omnibot/ohanas/
http://www.softbank.jp/robot/
consumer/products/

34. 34

35. 2010
l 2011~12 Siri
l 2013
l 2014~15 Pepper
l 2016 API
l 2017
35

36. 36

37. 37

38. 38

39. l
l
l
l
l UI AR
l
39

40. 40
http://www.pcworld.com/article/2865478/mercedes-
benzs-f015-concept-is-a-self-driving-hydrogen-
powered-living-room.html

41. 41

42. 42

43. 43

44. 44

45. l 2012
l
l 2013
l
l 2014
l LSTM
l 2015
l
l 2016
l
45

46. 46

47. l
l
l
l
l
47

48. l
l
48

49. 2 0
49 http://incompleteideas.net/RL-FAQ.html
Q: I am doing RL with a backpropagation neural
network and it doesn't work; what should I do?
A: It is a common error to use a backpropagation neural
network as the function approximator …
F A
F 10
Q

50. 50

51. 51

52. l
l
l
52

53. 53

55. 55

56. l
l
l
l
l
l
l
l
l
56

57. l
l
l
57

58. l
l
l
58

59. 59

60. l 15 GPGPU
l CuPy GPGPU
l
60

61. l
l
61
50

62. 0 1 1 100
62
l
l
l
l
l
l
l
l

63. l
l
l
l
l
l
l
l
63

64. 64

65. l
l
l
65

66. 66

67. 1
l
l
l
l
67

68. PFI/PFN
68
OSS
Blog
TechTalk

69. l
l
l
l
69

70. l 1
l
70

71. l
l
l
l 95
l 5
l
l
71

72. Gunosy, SmartNews
72http://gunosy.com https://www.smartnews.be/

73. PFI 2010
Xappy 2012
l
l
l
73

74. l
l
l
74

75. l 8 9 2
l 4 30
l https://www.preferred-
networks.jp/en/news/internship2018summer
75