Coordinated Team Play in the Four-Legged RoboCup League

Coordinated Team Play in the Four-Legged RoboCup League
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四足机器人世界杯联赛中的团队协调比赛

DOI:
10.1109/ictai.2007.164
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发表时间:
2007
期刊:
19th IEEE International Conference on Tools with Artificial Intelligence(ICTAI 2007)
影响因子:
--
通讯作者:
M. Lagoudakis
M. Lagoudakis
中科院分区:
--
文献类型:
--
作者:
G. Kontes;M. Lagoudakis

文献摘要

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For a decade now, the RoboCup competition promotes research in robotics through soccer games between autonomous robot teams. The ability to coordinate the players within such a team of robots is the key to the success of the team. Team coordination in a human soccer game is achieved through various team formations, tactics, and strategies. Unfortunately, research in the four-legged RoboCup league has focused mostly on single player skills, demonstrating only limited results in coordinated team play. In our work, we adapt and transfer formations, tactics, and strategies used by human soccer teams, such as the popular 4-4-2 scheme, to our four-legged RoboCup team Kouretes. We define roles for each player in all the cases we consider and we implement these roles using Petri Net Plans (PNP). The assignment of appropriate roles to players is performed dynamically during the game depending on the current game state using a simple communication scheme and a finite state machine. Our approach is implemented and tested on our four-legged RoboCup team. The proposed coordination scheme can be generalized and used in various robot team applications beyond robotic soccer, such as planetary exploration and search-and-rescue missions.