Close

Tomoya Fukui

Master Student in Nagoya Institute of Technology

About Me

I'm a master student at Nagoya Institute of Technology and will graduate in March 2020. My interests are designs of human-computer interaction, machine learning agents for helping human, and data science related to human behaviors.

As my experiences, I belonged to the robot contest club in Nagoya Institute of Technology and controlled the automatical robot, image processing, SLAM, team management, and so on. As internships, I analyze e-mail data and medical data by Python to implement machine learning technologies and statistical analysis. My study is to propose a new protocol for human-agent interaction from the view of negotiation.

Experience

Edge consulting Inc.

Internship as a Data Analyst

E-mail classification and tabulation. http://www.edge-consulting.jp/

NEC-AIST AI Cooperative Research Laboratory

Internship as a Researcher

Preparing for holding a PRIANAC, competition of automated negotiaiton. https://www.airc.aist.go.jp/en/project/overview.html http://web.tuat.ac.jp/~katfuji/PRIANAC2018/index.html

Cookpad Inc.

Summer Internship 5 DAY R&D

Learning practical Machine Learning and its environments, then giving presentations related to them. https://techlife.cookpad.com/entry/2018/08/31/093000

Pico-Device Co.

Data Analyst

Analyzing the gas generated from human skin and detect the cause of disease. http://www.pico-device.co.jp/

Education

Takayuki Ito Laboratory in Nagoya Institute of Technology

April 2014 - March 2018

Bachelor Degree in Department of Computer Science

http://www.itolab.nitech.ac.jp/itolab_hp_2017/

Prof. Minjie's Laboratory in University of Wollongong

September 2017 - November 2017

Research Student

Studying multi-agent systems. https://www.uow.edu.au/~minjie/

Prof. Catholijn's Laboratory in Delft University of Technology

September 2018 - November 2018

Research Student

Studying multi-agent systems, automated negotiation.

https://www.tudelft.nl/ewi/over-de-faculteit/afdelingen/intelligent-systems/interactive-intelligence/people/current-group-members/catholijn-m-jonker/

Takayuki Ito Laboratory in Nagoya Institute of Technology

April 2018 - March 2020

Master Degree in Department of Computer Science

Studying multi-agent systems.

http://www.itolab.nitech.ac.jp/itolab_hp_2017/

Projects

ロボコン工房: Robot Contest Club

We make robots to aim to win NHK Students Robot Contest. For example, this picture shows a badminton robot which plays automatically. My works in this club are automatical robot control, image processing, SLAM (Simultaneous Localization and Mapping), team management, and so on.

View Project

Jupiter: Automated Negotiaion Simulator

Jupiter is a negotiation environment that implements an open architecture for automated negotiating agents. It provides a testbed for negotiating agents like Genius, a previous work about negotiation environment. Jupiter can work on Jupyter Notebook and it is easy to implement and experiment machine learning algorithms.

View Project

Publications

  • Giving Presentation as a finalist of ANAC 2017 (8th International Automated Negotiating Agents Competition), The Third Workshop on Conflict Resolution in Decision Making (COREDEMA 2017) in conjunction with IJCAI 2017, Melbourne, Australia August 19-21 2017.
  • 福井智哉，伊藤孝行，機械学習技術を用いた交渉エージェントのための自動交渉シミュレータJupiterの提案，2018年度人工知能学会，鹿児島県鹿児島市（城山観光ホテル），2018年6月5-8日
  • Tomoya Fukui and Takayuki Ito, “ A Proposal of Automated Negotiation Simulator "Jupiter" for Negotiating Agents Using Machine Learning”, The 11th International Workshop on Automated Negotiation (ACAN2018), Stockholm, Sweden, July 13-19, 2018.(accepted)
  • Tomoya Fukui, Ahmed Moustafa, Takayuki Ito, “Jupiter: An Automated Negotiation Environment for Supporting Agents that Use Machine Learning”, The Thirteenth International Conference on Knowledge, Information and Creativity Support Systems (KICSS-2018) November 15-17, 2018 Pattaya, Thailand

Skills

Get in Touch