Title :
Decision making of humanoid soccer robots using rule based expert systems
Author :
Nasrollahi, Pouyan ; Jafari, Saeid ; Jamaseb, Mehdi ; Nikooee, Alireza
Author_Institution :
Dept. of Comput. Sci., Shiraz Univ., Shiraz, Iran
Abstract :
One of the most important and useful things that humanoid soccer robots need is the ability of decision making and choosing the best ability to reach a goal in different situations. This article presents a method for the best performance (action), faster ball possession and better ball control using fuzzy rules and rule-based expert systems. Choosing the best performance based on the field information including ball location, distance to the ball, angle toward the ball and etc, provides a way to have the best performance (action). In this article, we store and register the game information with putting the ball into different positions and then controlling choosing the best action for humanoid soccer robot by the expert person. Then we change these information to a rule using fuzzy rule generator so that the robot decision making is done by entering these rules into an expert system.
Keywords :
decision making; expert systems; humanoid robots; intelligent robots; mobile robots; multi-robot systems; sport; ball control; ball possession; fuzzy rule generator; fuzzy rules; humanoid soccer robots; robot decision making; rule based expert systems; rule-based expert systems; Decision making; Expert systems; Games; Hidden Markov models; Legged locomotion; Robot kinematics; Fuzzy Rule Generator; decision making; expert systems; humanoid soccer robots;
Conference_Titel :
Information and Knowledge Technology (IKT), 2013 5th Conference on
Conference_Location :
Shiraz
Print_ISBN :
978-1-4673-6489-8
DOI :
10.1109/IKT.2013.6620075