社内の輪講で人狼知能を紹介しつつ、各種私見を述べた資料です

1. © DeN
Co., Ltd.
Kei Harada
2019.07.11

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vs
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■ vs
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Co., Ltd.
http://aiwolf.org/

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Co., Ltd.
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HP
AI
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•
⁃
⁃ NLP( )
⁃ HAI(Human Agent Interaction)
•

7. © DeN
Co., Ltd.
( ) ( )
JSAI

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Co., Ltd.
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2015 5
• CEDEC (ANAC2019
Workshop )
• GAT(Game AI Tournament)
GAT2016
• GAT2017 CEDEC2017
• CEDEC2017
• https://www.inside-games.jp/article/2017/09/05/109557.html

9. © DeN
Co., Ltd.
■ Agent
Agent 1
Agent 100
•
Agent
OK
0.1s
AIWolf ServerAgent
[01]
Agent
[02]
Agent
[15]
01
02
15

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• COMINGOUT Agent[12] SEER : (Agent[12])
• DIVINED Agent[03] HUMAN : Agent[03]
• ESTIMATE Agent[02] WEREWOLF : Agent[02]
talk Agree / Disagree
• REQUEST (COMINGOUT ANY SEER) : CO
• AND (VOTE Agent[05]) (REQUEST (VOTE Agent[05])) : Agent[05]

11. © DeN
Co., Ltd.
AI

12. © DeN
Co., Ltd.
AI AI
AI

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Co., Ltd.
AI
■
■ udon
udon
cash udon +
■ cndl
■
AI AI

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Co., Ltd.
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•
•
• m_cre( )
• 5 15
•
■
Agent
• NLP
• AI

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Co., Ltd.
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5-6
•
• 2 3
•
•
http://aiwolf.org/archives/2100
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•
•
• http://aiwolf.org/archives/1344

16. © DeN
Co., Ltd.
JSAI
■ 2018
■
2018 8 +α 2019 9 +
• 2018
■ 2

17. © DeN
Co., Ltd.

18. © DeN
Co., Ltd.
2018
■ https://confit.atlas.jp/guide/event/jsai2018/sessions/classlist/0213
■ BBS
■ 3
■
NN ( [2017])
udon + SVR
Differential Neural Computer
topic-N-gram
BBS LDA

19. © DeN
Co., Ltd.
2019
■ https://confit.atlas.jp/guide/event/jsai2019/session/3F01-05/tables?QCKzESHkks
■ https://confit.atlas.jp/guide/event/jsai2019/session/3F06-09/tables?QCKzESHkks
■ OpenPose
■
■ 5
■
■ 3
■ Hanabi( )
■
NN ( [2017]) NN
NN ( [2017])
RandomForest inTrees

20. © DeN
Co., Ltd.
■
BBS
■
■
udon + cndl
•
■ udon cndl

21. © DeN
Co., Ltd.

22. © DeN
Co., Ltd.
(2016)
■ https://www.ai-gakkai.or.jp/jsai2016/webprogram/2016/pdf/1065.pdf
■ SVM
■ 2017
udon
ML

23. © DeN
Co., Ltd.
udon(2015- )
■ http://aiwolf.org/archives/827
■ udon 1 2
3
■ 15 15C3 = 5460
■
0
x
■

24. © DeN
Co., Ltd.
cndl(2017- )
■ http://aiwolf.org/archives/1626
■ cndl 3 4
■ 100
cndl
• CO CO 75%

25. © DeN
Co., Ltd.
end to end
■
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■ id vs
■ 5 5!=120 end to end
■ 15 5460
15! ≒ 1.3 * 10^12
■ end to end id
udon
5 end to end open

26. © DeN
Co., Ltd.
■
OK
• http://aiwolf.org/
• Twitter( ) https://twitter.com/aiwolf_org
■
Java,
C#
Python https://github.com/aiwolf/AIWolfPy
■
Twitter
1
■
https://www.amazon.co.jp/dp/4627853718
AI https://www.amazon.co.jp/dp/4839960585/
■ 10