Commentary
AI for Everyone ………………………………………………………………………………………………………………………………… Ken Ueno 1
Special Issue:“ The Next-Generation AI That Enables Mutual Understanding with Humans, Part 2: Robotics”
Editor’s Introduction to“ The Next-Generation AI That Enables Mutual Understanding with Humans, Part 2: Robotics”
……………………………………………………………………………………………………………………………………… Tetsuya Ogata 2
The Project for the Next Generation Artificial Intelligence Technologies and the AI Research Center（AIRC）
………………………… Junichi Tsujii 4
The Concepts of the Motion Learning of Robots with Deep Predictive Learning ………………………………………………………… Tetsuya Ogata 12
3D Object Recognition Technologies for Robot Manipulation
─ For Full-automatic Tea-serving Robot ─ ……………………………………………………………………………………… Manabu Hashimoto 18
Parts Picking by Robot Learning ………………………………………………………………………………… Yukiyasu Domae and Kensuke Harada 25
The AI in Teachingless Robotic Assembly …………………………………………………………………………… Weiwei Wan and Kensuke Harada 30
Motion Planning of Robot Based on Learning Human Motion ……………………………………………………………………………… Tokuo Tsuji 34
Intelligent Systems and Action Learning for Deformable Object Manipulation ……………………………………………………… Kimitoshi Yamazaki 40
Deep Reinforcement Learning with Smooth Policy Update and Its Application to Robotic Cloth Manipulation
…………………………………………………………………………………………………… Takamitsu Matsubara and Yoshihisa Tsurumine 47
Autonomous Mobile Robot That Understands Human and Its Environment ………………………………………………Yoko Sasaki and Shun Niijima 54
Variantome Driven Antibody/Peptide Design via Artificial Intelligence and
Distributed Cooperative Automatic Experiment Devices
……………………………………………………………………………… Yutaro Kyono, Shohei Suzuki, Masako Yamazaki, Satoshi Tamaki,Shoji Ihara, Hiroki Akiba and Ryu Ogawa 61
Automation of Cell Culturing and Cell Differentiation Estimation using Bright Field Images
………………………………………… Toutai Mitsuyama, Shungo Adachi, Kaoru Katoh, Kazunobu Aoyama, Masayuki Ii and Toru Natsume 64
A Cloud-based VR Platform Towards Efficient Learning for Interactive Robots ………………………………Tetsunari Inamura and Yoshiaki Mizuchi 72
Special Issue:“ New Trends of Researches for Doctorial Theses”
Editors’ Introduction to“ New Trends of Researches for Doctorial Theses” ………………………………Yoshitaka Yamamoto and Yasuaki Kobayashi 79
Fundamental of AI 80 ／ Machine Learning and Data Mining 80 ／ Knowledge Use and Sharing 82 ／ Web Intelligence 83 ／
Agent 83 ／ Soft Computing 84 ／ Natural Language Processing 85 ／ Image and Speech Processing 85 ／
Human Interface and Computer-supported System 86 ／ AI Application 86
Special Issue:“Intelligent Dialogue Systems”
Editors’ Introduction to“ Intelligent Dialogue Systems” ………………………………………………………………… Shogo Okada and Shinya Fujie 88
Lecture Series:“The Current State of Artificial Intelligence”（6）
Natural Language Processing: Language Resources and Semantic Processing ………………………… Yuichiroh Matsubayashi and Masayuki Asahara 89
Series:“AI for the Liberal Arts”（4）
Accelerating Research and Development by AI: Materials Informatics ……………… Sho Sakurai, Dohjin Miyamoto, Koji Morikawa and Mikiya Fujii 106
Global Eye（49）
Research in the University of Southern California Institute for Creative Technologies and Life in the USA …………………………… Kazunori Terada 117
Conference Reports
AI ELSI Award Ceremony and Invited Talk …………………………………………… The Ethics Committee, Japanese Society of Artificial Intelligence 120
The 28th International Joint Conference on Artificial Intelligence（IJCAI 2019） …………………………………………………………… Takayuki Ito 122
The 13th ACM Conference on Recommender Systems（RecSys 2019） ………………………………………………………… Toshihiro Kamishima 124
Book Review
Medical AI and Deep Learning Series
Hiroshi Fujita Supervision & Edit: Intoroduction to Deep Learning for Medecal Imaging, pp. 224, Ohmsha Ltd.（2019）;
Hiroshi Fujita Supervision, Daisuke Fukuoka Edit: Standard Deep Learning for Medical Imaging“ Introduction”, pp. 176, Ohmsha Ltd.（2019）；
Hiroshi Fujita Supervision, Takeshi Hara Edit: Standard Deep Learning for Medical Imaging“ Practice”, pp. 220, Ohmsha Ltd.（2019）
………………………………………………………………………………………………………………………………… Tadanobu Furukawa 127
Article
Cover Comment: Natural User Interface by Artificial Intelligence …………………………………………………………………………Shinya Kitaoka 129
Erratum ……………………………………………………………………………………………………………………………………………………… 131