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Copyright	(C)	DeNA	Co.,Ltd.	All	Rights	Reserved.
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June 23, 2018
Jun Ernesto Okumura
AI System Dept.
DeNA Co., Ltd.
Copyright	(C)	DeNA	Co.,Ltd.	All	Rights	Reserved.
Copyright © DeNA Co.,Ltd. All Rights Reserved.
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Achlioptas, Panos, et al.
"Learning Representations and Generative Models for 3D Point Clouds.”
arXiv preprint arXiv:1707.02392 (2017).
https://arxiv.org/abs/1707.02392
Güler, Rıza Alp, Natalia Neverova, and Iasonas Kokkinos.
"Densepose: Dense human pose estimation in the wild."
arXiv preprint arXiv:1802.00434 (2018).
https://arxiv.org/abs/1802.00434
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Copyright © DeNA Co.,Ltd. All Rights Reserved.
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Karras, Tero, et al.
"Audio-driven facial animation by joint end-to-end learning of pose and emotion."
ACM Transactions on Graphics (TOG) 36.4 (2017): 94.
https://www.youtube.com/watch?v=lDzrfdpGqw4
http://research.nvidia.com/sites/default/files/publications/karras2017siggraph-paper_0.pdf
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Dario Jack, “Faulty Reward Functions in the Wild”
https://blog.openai.com/faulty-reward-functions/
https://www.youtube.com/watch?v=tlOIHko8ySg
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『ゲーム業界における強化学習の実応用の課題認識』奥村純@SHIBUYA Synapse #3

  • 1. Copyright (C) DeNA Co.,Ltd. All Rights Reserved. n B y 3 June 23, 2018 Jun Ernesto Okumura AI System Dept. DeNA Co., Ltd.
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  • 4. Copyright (C) DeNA Co.,Ltd. All Rights Reserved. Copyright © DeNA Co.,Ltd. All Rights Reserved. I G H# 4 y BRccRd% KVc % Ve R Gc XcVddZgV Xc hZ X W XR d W c Z ac gVU bfR Zej% deRSZ Zej% R U gRcZReZ "+) 0 Yeead3((RciZg cX(RSd( 0 ) ) 2/ Achlioptas, Panos, et al. "Learning Representations and Generative Models for 3D Point Clouds.” arXiv preprint arXiv:1707.02392 (2017). https://arxiv.org/abs/1707.02392 Güler, Rıza Alp, Natalia Neverova, and Iasonas Kokkinos. "Densepose: Dense human pose estimation in the wild." arXiv preprint arXiv:1802.00434 (2018). https://arxiv.org/abs/1802.00434
  • 5. Copyright (C) DeNA Co.,Ltd. All Rights Reserved. Copyright © DeNA Co.,Ltd. All Rights Reserved. I G H# 5 Karras, Tero, et al. "Audio-driven facial animation by joint end-to-end learning of pose and emotion." ACM Transactions on Graphics (TOG) 36.4 (2017): 94. https://www.youtube.com/watch?v=lDzrfdpGqw4 http://research.nvidia.com/sites/default/files/publications/karras2017siggraph-paper_0.pdf gd 8@ eR + TYR V XV3 E @ g gd FaV 8@ Yeead3((j fef SV(2+e /0P OX)6e5 + ,)d KYV =fefcV W Jf Ze% DReTY F V3 BV AZV 8 aYR Yeead3((hhh j fefSV T (hReTY6g5Q&?C. aa9 D
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  • 15. Copyright (C) DeNA Co.,Ltd. All Rights Reserved. Copyright © DeNA Co.,Ltd. All Rights Reserved. ■ u ■ 8 U cV y B 15 Dario Jack, “Faulty Reward Functions in the Wild” https://blog.openai.com/faulty-reward-functions/ https://www.youtube.com/watch?v=tlOIHko8ySg
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