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© DeN
Co., Ltd.
Kei Harada
2019.07.11
© DeN
Co., Ltd.
■
■
■
© DeN
Co., Ltd.
■
vs
•
•
© DeN
Co., Ltd.
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http://aiwolf.org/
© DeN
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HP
AI
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⁃
⁃ NLP( )
⁃ HAI(Human Agent Interaction)
•
© DeN
Co., Ltd.
( ) ( )
JSAI
© DeN
Co., Ltd.
■
2015 5
• CEDEC (ANAC2019
Workshop )
• GAT(Game AI Tournament)
GAT2016
• GAT2017 CEDEC2017
• CEDEC2017
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Co., Ltd.
■ Agent
Agent 1
Agent 100
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0.1s
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AI
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© DeN
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JSAI
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© DeN
Co., Ltd.
© DeN
Co., Ltd.
2018
■ https://confit.atlas.jp/guide/event/jsai2018/sessions/classlist/0213
■ BBS
■ 3
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NN ( [2017])
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© DeN
Co., Ltd.
2019
■ https://confit.atlas.jp/guide/event/jsai2019/session/3F01-05/tables?QCKzESHkks
■ https://confit.atl...
© DeN
Co., Ltd.
■
BBS
■
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udon + cndl
•
■ udon cndl
© DeN
Co., Ltd.
© DeN
Co., Ltd.
(2016)
■ https://www.ai-gakkai.or.jp/jsai2016/webprogram/2016/pdf/1065.pdf
■ SVM
■ 2017
udon
ML
© DeN
Co., Ltd.
udon(2015- )
■ http://aiwolf.org/archives/827
■ udon 1 2
3
■ 15 15C3 = 5460
■
0
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■
© DeN
Co., Ltd.
cndl(2017- )
■ http://aiwolf.org/archives/1626
■ cndl 3 4
■ 100
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© DeN
Co., Ltd.
end to end
■
■
■ id vs
■ 5 5!=120 end to end
■ 15 5460
15! ≒ 1.3 * 10^12
■ end to end id
udon
5 end to end...
© DeN
Co., Ltd.
■
OK
• http://aiwolf.org/
• Twitter( ) https://twitter.com/aiwolf_org
■
Java,
C#
Python https://github.com...
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輪講 20190711 keiharada_人狼知能プロジェクトの紹介

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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

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輪講 20190711 keiharada_人狼知能プロジェクトの紹介

  1. 1. © DeN Co., Ltd. Kei Harada 2019.07.11
  2. 2. © DeN Co., Ltd. ■ ■ ■
  3. 3. © DeN Co., Ltd. ■ vs • •
  4. 4. © DeN Co., Ltd. ■ ■ vs • • •
  5. 5. © DeN Co., Ltd. http://aiwolf.org/
  6. 6. © DeN Co., Ltd. ■ HP AI • • ⁃ ⁃ NLP( ) ⁃ HAI(Human Agent Interaction) •
  7. 7. © DeN Co., Ltd. ( ) ( ) JSAI
  8. 8. © DeN Co., Ltd. ■ 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. 9. © DeN Co., Ltd. ■ Agent Agent 1 Agent 100 • Agent OK 0.1s AIWolf ServerAgent [01] Agent [02] Agent [15] 01 02 15
  10. 10. © DeN Co., Ltd. ■ ■ • 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. 11. © DeN Co., Ltd. AI
  12. 12. © DeN Co., Ltd. AI AI AI
  13. 13. © DeN Co., Ltd. AI ■ ■ udon udon cash udon + ■ cndl ■ AI AI
  14. 14. © DeN Co., Ltd. ■ • • • m_cre( ) • 5 15 • ■ Agent • NLP • AI
  15. 15. © DeN Co., Ltd. ■ 5-6 • • 2 3 • • http://aiwolf.org/archives/2100 ■ • • • http://aiwolf.org/archives/1344
  16. 16. © DeN Co., Ltd. JSAI ■ 2018 ■ 2018 8 +α 2019 9 + • 2018 ■ 2
  17. 17. © DeN Co., Ltd.
  18. 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. 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. 20. © DeN Co., Ltd. ■ BBS ■ ■ udon + cndl • ■ udon cndl
  21. 21. © DeN Co., Ltd.
  22. 22. © DeN Co., Ltd. (2016) ■ https://www.ai-gakkai.or.jp/jsai2016/webprogram/2016/pdf/1065.pdf ■ SVM ■ 2017 udon ML
  23. 23. © DeN Co., Ltd. udon(2015- ) ■ http://aiwolf.org/archives/827 ■ udon 1 2 3 ■ 15 15C3 = 5460 ■ 0 x ■
  24. 24. © DeN Co., Ltd. cndl(2017- ) ■ http://aiwolf.org/archives/1626 ■ cndl 3 4 ■ 100 cndl • CO CO 75%
  25. 25. © DeN Co., Ltd. end to end ■ ■ ■ 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. 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

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

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