Title :
Embedding cooperation in robots to play soccer game
Author :
Wang, Hui ; Wang, Han ; Wang, Chunmiao ; Soh, William Y C
Author_Institution :
Div. of Control & Instrument., Nanyang Technol. Univ., Singapore
Abstract :
Robotic soccer provides an opportunity to explore such a challenging research topic that multiple agents (physical robots or sofbots) work together in a realtime, noisy and adversarial environment to obtain specific objectives. It requires each agent can not only deal with infinite unpredictable situations, but also present cooperation with others. The previous researches about cooperation often put emphasis on task decomposition and conflict avoidance among team members. In this paper, we describe a robot architecture, which addresses "scaling cooperation" among robots, and meanwhile keeps each robot making decision independently. The architecture is based on "ideal cooperation" principle and implemented for Small Robot League in RoboCup Experimental results prove its effectiveness and reveal several primary characteristics of behaviors in robotic soccer. Finally, some important problems of future work are discussed
Keywords :
games of skill; mobile robots; multi-robot systems; sport; RoboCup; Small Robot League; adversarial environment; conflict avoidance; ideal cooperation; multiple agents; multiple robots; multiple sofbots; multiple softbots; noisy environment; real-time environment; robotic cooperation; robotic football; robotic soccer; scaling cooperation; task decomposition; Collaboration; Communication system control; Image processing; Instruments; Machine learning algorithms; Motion control; Robot sensing systems; Robot vision systems; Sensor fusion; Working environment noise;
Conference_Titel :
Intelligent Robots and Systems, 2001. Proceedings. 2001 IEEE/RSJ International Conference on
Conference_Location :
Maui, HI
Print_ISBN :
0-7803-6612-3
DOI :
10.1109/IROS.2001.976268