An Agent-Based Approach to introductory Robotics using robotic Soccer

نویسندگان

  • John Anderson
  • Jacky Baltes
چکیده

Introducing robotics to undergraduates is a challenging problem from an educational standpoint. The overlap to numerous areas of applied computer science, and the number of difficult sub-problems that must be dealt with in any non-trivial robotics application (e.g. vision, path planning, real-time computing) easily overwhelms students at the undergraduate level. We have been employing robotic soccer as a vehicle to motivate undergraduate students in robotics, in order to provide students with an interesting domain that embodies significant research challenges in artificial intelligence. In order to manage the complexity of the domain, we employ software agents in several key components in our approach, and as a methodology for student implementations. This paper describes our strategies for introducing the elements of soccer-playing to undergraduate robotics students, and the agent-based approach we employ.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Soccer Goalkeeper Task Modeling and Analysis by Petri Nets

In a robotic soccer team, goalkeeper is an important challenging role, which has different characteristics from the other teammates. This paper proposes a new learning-based behavior model for a soccer goalkeeper robot by using Petri nets. The model focuses on modeling and analyzing, both qualitatively and quantitatively, for the goalkeeper role so that we have a model-based knowledge of the ta...

متن کامل

Agent-Based Control In A Global-Vision Robotic Soccer Team

Robotic soccer is a highly complex domain that has become a significant challenge problem in both mobile robotics and artificial intelligence. Two well-known annual competitions, ROBOCUPand FIRA, allow teams to compete in a number of different leagues distinguished by robot size and hardware restrictions. Because the domain is based on teamwork in a real-time environment, we have found agent-ba...

متن کامل

The World Champions in Robotic Soccer

Robotic soccer is a challenging research domain that can be used to explore new problems and to demonstrate new techniques. We participated in RoboCup'98 in order to explore the problems of cooperation in multi-robot-systems and to demonstrate our self-localization techniques based on laser range nders. In this paper we sketch the main technical points of our team, give a description of the pro...

متن کامل

Coordination Approach to Find Best Defense Decision with Multiple Possibilities among Robocup Soccer Simulation Team

In 2D Soccer Simulation league, agents will decide based on information and data in their model. Effective decisions need to have world model information without any noise and missing data; however, there are few solutions to omit noise in world model data; so we should find efficient ways to reduce the effect of noise when making decisions. In this article we evaluate some simple solutions whe...

متن کامل

An Unsupervised Learning Method for an Attacker Agent in Robot Soccer Competitions Based on the Kohonen Neural Network

RoboCup competition as a great test-bed, has turned to a worldwide popular domains in recent years. The main object of such competitions is to deal with complex behavior of systems whichconsist of multiple autonomous agents. The rich experience of human soccer player can be used as a valuable reference for a robot soccer player. However, because of the differences between real and simulated soc...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • I. J. Robotics and Automation

دوره 21  شماره 

صفحات  -

تاریخ انتشار 2006