Learning Cooperative Behavior in Multi-Agent Environment - A Case Study of Choice of Play-Plans in Soccer
نویسندگان
چکیده
Soccer, association football, is a typical team-game, and is considered as a standard problem of multi-agent system and cooperative computation. We are developing Soccer Server, a simulator of soccer, which provides a common test-bench to evaluate various multi-agent systems and cooperative algorithms. We are working on learning cooperative behavior in multi-agent environment using the server. In this article, we report a result of case study of learning selection of play-plans in multi-agent environment.
منابع مشابه
Soccer Server: a Tool for Research on Multi-agent Systems Soccer Server: a Tool for Research on Multi-agent Systems
This paper describes Soccer Server, a simulator of the game of soccer designed as a test-bench for evaluating multi-agent systems and cooperative algorithms. In real life, successful soccer teams require many qualities, such as basic ball control skills, the ability to carry out plans, and teamwork. We believe that simulating such behaviors is a signi cant challenge for Computer Science, Arti c...
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