個別紹介
Area （Urban Information Engineering） Urban Information Systems
荒井 幸代 Professor
Sachiyo ARAI
e-mail
arai(at)tu.chiba-u.ac.jp
*When sending e-mail, please replace (a) by @.
Lab homepage
http://nexus-lab.tu.chiba-u.ac.jp/
Research subjects
Distributed AI multi-agent systems Inverse/Reinforcement Learning
●Introductory video: https://www.youtube.com/watch?v=txoqWyqkvkk
Personal history
M.Sc. (Engineering) Department of Control Engineering and Ph.D. (Engineering) Department of Intelligent Science both at Graduate School of Engineering Tokyo Institute of Technology
Sony Corporation
University of California Berkeley Computer Science USA (Rank 2 2008)
Robotics Institute Post Doctoral Fellow Carnegle Mellon University USA (Rank 4 2004)
Research Scientist Fraunhofer Institut Autonome Intelligente Systeme Germany
Visiting Assistant Professor Graduate School of Informatics Kyoto University
Professor Graduate School of Engineering Chiba University
[Awards]
Japanese Society for Artificial Intelligence Annual Conference Incentive Award 2012
Joint Agent Workshops and Symposium 2007-2008 Best Paper Award
Research activities
Logical reasoning in artificial intelligence research and machine learning (this is not statistically-based deep learning but intelligence that outputs the optimal action plan for the "next move").
In modeling a system with multiple intelligent decision-making entities we introduce a game theory approach that is knowledge derived from economics and explore urban design methodologies that take human decision-making into account. The city is a system that houses people - and has many difficult problems. Perhaps that is why it is an academic subject of learning.
Lectures
[Graduate] Urban Intelligence Information Theory
[Undergraduate] Information Engineering Fundamentals
[Undergraduate] Urban Environment Fundamentals Seminar II
[Undergraduate] Urban Environment Information Seminar I