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Dive into the research topics where Masayuki Ohta is active.

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Featured researches published by Masayuki Ohta.


robot soccer world cup | 2002

Agent Based Approach in Disaster Rescue Simulation - From Test-Bed of Multiagent System to Practical Application

Tomoichi Takahashi; Satoshi Tadokoro; Masayuki Ohta; Nobuhiro Ito

We apply multi-agent approach to search and rescue in a large-scale domain. The simulator is designed to simulate various domain specific simulation and human behaviors. Kobe-Awaji earthquake data is used as disaster scenarios and a prototype system was made open at RoboCup 2000. A rescue team composed of heterogeneous agents, - fire brigades, ambulances, and polices -, takes active part in the disastrous situation where about 100 civilian agents move autonomously. By comparing with rescue operations of two teams, we showed that the search and rescue in disasters can be used as a test-bed for multi-agent systems. The comparing experiments made clear that rescue task is not well defined in spite of its practical importance, and planning based on multi-perspectives on disaster losses is necessary. It points that the rescue problem is not only a test-bed for multi-agent system but also for laboratory work for practical system.


Proceedings Fourth International Conference on MultiAgent Systems | 2000

Design and implementation of the kernel and agents for the RoboCup-Rescue

Masayuki Ohta; Tetsuhiko Koto; Ikuo Takeuchi; Tomoichi Takahashi; Hiroaki Kitano

As a new branch of RoboCup, RoboCup-Rescue has been proposed, which simulates and evaluates real time multi-agent cooperative rescue activities in a disaster. The paper describes our prototype design and implementation of the RoboCup-Rescue Simulation System, and illustrates some prototypical agents running on this system.


pacific rim international conference on artificial intelligence | 2000

A design of rescue agents for robocup-rescue

Masayuki Ohta; Nobuhiro Ito; Satoshi Tadokoro; Hiroaki Kitano

The RoboCup-Rescue project [1] was proposed, that aims at disaster mitigation, and we implemented a simulation system for it. The image of the system is shown in Figure:1. Making agents that maximize the rescue activity in this simulation system provides new problem domains compare to the Soccer Server [2], such as, cooperation between heterogeneous agent, dynamic planning reorganization and more strict limitation of sensor information.


robot soccer world cup | 2001

RoboCup-Rescue Simulation: In Case of Fire Fighting Planning

Masayuki Ohta; Tomoichi Takahashi; Hiroaki Kitano


Advanced Robotics | 2000

RoboCup Rescue project

Satoshi Tadokoro; Hiroaki Kitano; Tomoichi Takahashi; Itsuki Noda; Hitoshi Matsubara; Atsushi Shinjoh; Tetsuhiko Koto; Ikuo Takeuchi; Hironao Takahashi; Fumitoshi Matsuno; Mitsunori Hatayama; Masayuki Ohta; Masayuki Tayama; Takeshi Matsui; Toshiyuki Kaneda; Ryosuke Chiba; Kazunori Takeuchi; Jun Nobe; Kazuhiko Noguchi; Yoshitaka Kuwata


robot soccer world cup | 1998

Learning Cooperative Behaviors in RoboCup Agents

Masayuki Ohta


RobocCup-99 Team Descriptions. Simulation League | 1999

Gemini - learning cooperative behaviors without communicating

Masayuki Ohta


Lecture Notes in Computer Science | 2004

Is dial-a-ride bus reasonable in large scale towns? evaluation of usability of dial-a-ride systems by simulation

Kousuke Shinoda; Itsuki Noda; Masayuki Ohta; Yoichiro Kumada; Hideyuki Nakashima


Lecture Notes in Computer Science | 2004

Application of parallel Scenario description for RoboCupRescue civilian agent

Kousuke Shinoda; Itsuki Noda; Masayuki Ohta; Susumu Kunifuji


Lecture Notes in Computer Science | 2003

Direct reward and indirect reward in multi-agent reinforcement learning

Masayuki Ohta

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Hiroaki Kitano

Okinawa Institute of Science and Technology

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Itsuki Noda

National Institute of Advanced Industrial Science and Technology

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Ikuo Takeuchi

University of Electro-Communications

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Kousuke Shinoda

University of Electro-Communications

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Nobuhiro Ito

Nagoya Institute of Technology

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Tetsuhiko Koto

University of Electro-Communications

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Fumitoshi Matsuno

Tokyo Institute of Technology

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