CONTENTS
Commentary
Introduction to the 27th Annual Conference of The Japanese Society for Artificial Intelligence …………………… Hayato Ohwada 357
Special Issue:“Agent Technology”
Editors’ Introduction to“ Agent Technology” ………………………………………………Hiromitsu Hattori and Satoshi Kurihara 358
A Survey of Multi-Agents Research That Supports Future Societal Systems(1)
―Economic Paradigm, Negotiating Agents, and Transportation Management―
……………………………………Takayuki Ito, Ryo Kanamori, Shantanu Chakraborty, Takanobu Otsuka and Keisuke Hara 360
A Survey of Multi-Agents Research That Supports Future Societal Systems(2)
―Power Systems, and Wirelss Sensor Networks―
……………………………………Takayuki Ito, Shantanu Chakraborty, Takanobu Otsuka, Ryo Kanamori and Keisuke Hara 370
Recent Trend on Agents in Constraint Satisfaction and Optimization ………………… Katsutoshi Hirayama and Toshihiro Matsui 380
An Overview of Studies on Game Theory and Mechanism Design ……………………………… Atsushi Iwasaki and Taiki Todo 389
Agent-Based Simulation on Social Media …………………………………………………… Hitoshi Yamamoto and Fujio Toriumi 397
Research Trends on Human-Agent Interaction ……………………………………………………………………… Hirotaka Osawa 405
Agent and Simulation ………………………………………………………………………Hiromitsu Hattori and Satoshi Kurihara 412
Agent Technology from Viewpoint of Related Areas
―Exemplification with Services Computing Area― …………………………………… Fuyuki Ishikawa and Yohei Murakami 418
Special Issue:“Singularity Age: Coevolution with Superhuman Intelligence”
Editors’Introduction to“ Singularity Age: Coevolution with Superhuman Intelligence”
…………………………………………………………………Hiroshi Yamakawa, Hiroaki Wagatsuma and Michiko Yoshida 424
Who Lost to a Computer. Be That as It May… …………………………………… Kunio Yonenaga, Translator: Hiroshi Yamakawa 427
Challenges of the Singularity: Human and Computer Intelligence …………………… Neil Jacobstein, Translator: Shuhei Iitsuka 434
Rethinking Intelligence ………………………………………………………Elizabeth F. Churchill, Translator: Hiroaki Wagatsuma 439
Discussion:“ Singularity―Points of Discussion: Human Intelligence vs. Computers”
[Part 1] Origin of Singularity: Why Did the Human Try to Create the Artificial Intelligence?
……………………………………………………………………………… Panelists:William Dutton and Takashi Maeno
Moderators:Noboru Konno and Yasue Takebe
Video Messages:Paul Saffo
Translator: Hironori Nakatani 444
[Part 2] Meaning of Singularity: Essential Difference between Human Brain and Computer
…………………………………………………………………Panelists:William Dutton, Hiroyuki Iida and Takashi Maeno
Moderators:Noboru Konno and Yasue Takebe
Video Messages:Alan Kay and Joi Ito
Translator: Hironori Nakatani 453
[Part 3] The Future of Singularity: Coevolution of Human and Computer
………………………Panelists:William Dutton, Neil Jacobstein, Elizabeth F. Churchill, Hiroyuki Iida and Takashi Maeno
Moderators:Noboru Konno and Yasue Takebe
Video Messages:Paul Saffo, Alan Kay and Catherine Malabou
Translator: Hirotaka Osawa 453
Eastern and Western knowledge Creating Dialectical Dynamism ……………………Ikujiro Nonaka, Translator: Hiroshi Yamakawa 465
AGI-12 & AGI Impact: Report of Two Conferences in the Artificial General Intelligence field ………………… Hiroshi Yamakawa 468
Survey Papers:“ Deep Learning”(1)
Editors’ Introduction to“ Deep Learning” ………………………………………………Toshihiro Kamishima and Yutaka Matsuo 472
Introduction of Deep Boltzmann Machine
―Fundamentals of Boltzmann Machine Learning― …………………………………………………………… Muneki Yasuda 474
Lecture Series:“What’s AI?”(3)
Artificial Intelligence: What Is It?(3) ………………………………………………………………………… Riichiro Mizoguchi 486
Short-short stories(5)
No. 9 ……………………………………………………………… Story: Toshimiti Watanabe and Illustration: Yoshikazu Yasuhiko 495
No. 10 ……………………………………………………………… Story: Tsutomu Oshizawa and Illustration: Yoshikazu Yasuhiko 498
Special Issue:“Selected Short Papers from JSAI 2012”
Editor’s Introduction to“Selected Short Papers from JSAI 2012” ……………………………………………………Akiko Aizawa 501