基于模糊推理的踢球技术在足球机器人中的实现
A Kick Skill Based on Fuzzy Inference and Its Implementation in RoboCup
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摘要: 提出一种基于模糊规则作为先验知识的启发式搜索算法,解决足球机器人中的踢球问题.算法借助球员控球空间的离散化,采用模糊规则对离散后的动作进行评价,成功地描述了球在状态空间任意一对离散点间移动的代价值.以此作为路径寻找的启发性知识,通过启发式搜索算法可寻找到最优的解决方案.Abstract: A new heuristic searching algorithm based on fuzzy evaluation is proposed to solve the kick problem in RoboCup. With the help of discreting position of kickable area, fuzzy inference system is used to evaluate ball movement costs between two discrete positions. Accordingly, fuzzy rules are finally taken as knowledge to find a possible route, and searching algorithm is used to find the best kick sequence to reach the expected target velocity.
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