Article | RobocCup-99 Team Descriptions. Simulation League | Gemini - learning cooperative behaviors without communicating

Title:
Gemini - learning cooperative behaviors without communicating
Author:
Masayuki Ohta: Tokyo Institute of Technology, Japan
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Year:
1999
Conference:
RobocCup-99 Team Descriptions. Simulation League
Issue:
004
Article no.:
008
Pages:
36-39
No. of pages:
4
Publication type:
Abstract and Fulltext
Published:
1999-12-15
Series:
Linköping Electronic Conference Proceedings
ISSN (print):
1650-3686
ISSN (online):
1650-3740
Series:
Linköping Electronic Articles in Computer and Information Science
ISSN (online):
1401-9841
Publisher:
Linköping University Electronic Press; Linköpings universitet


This paper describes the design of Gemini a client program for SoccerServer. The goal of Gemini is learning cooperative behaviors without direct communication in multi-agent environment. With recent implementation; it can select the best strategy against opponent; statistically.

RobocCup-99 Team Descriptions. Simulation League

Author:
Masayuki Ohta
Title:
Gemini - learning cooperative behaviors without communicating
References:

[1] Paul Davidsson A Linearly Quasi-Anticipatory Autonomous Agent Architecture: Some preliminary experiments; in Distributed Arti cial Intelligence Architecture and Modelling (Lecture Notes in Arti cial Intelligence 1087); C. Zhang and D. Lukose (ed.); pages 189-203; Springer Verlag; 1996.


[2] Bertil Ekdahl; Eric Astor et Paul Davidsson Towards Anticipatory Agents. In M. Wooldridge and N.R. Jennings; editors; Intelligent Agents { Theories; Architectures; and languages; Lecture Notes in Arti cial Intelligence 890; page 191- 202; Springer Verlag; 1995.


[3] Jrg P. Mller The design of intelligent Agents; volume 1177 of Lecture Notes in Arti cial intelligence. Springer-Verlag; 1996.


[4] Christoph G. Jung Experimenting with Layered; Ressource- Adapting Agents in the RoboCup Simulation in M. Asada (ed.); RoboCup-98: Robot Soccer WorldCup II; Lecture Notes in Arti cial Intelligence; Springer; 1999.


[5] Hayes-Roth B. An architecture for adaptative intelligent systems. Arti cial Intelligence; 72(1-2):pp. 329-365; january 1995.

RobocCup-99 Team Descriptions. Simulation League

Author:
Masayuki Ohta
Title:
Gemini - learning cooperative behaviors without communicating
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