Intelligent Autonomous Robotics: A Robot Soccer Case Study (Synthesis Lectures on Artificial Intelligence and Machine Learning)
Intelligent Autonomous Robotics: A Robot Soccer Case Study (Synthesis Lectures on Artificial Intelligence and Machine Learning) By Peter Stone
2007 | 166 Pages | ISBN: 1598291262 | PDF | 2 MB
2007 | 166 Pages | ISBN: 1598291262 | PDF | 2 MB
Robotics technology has recently advanced to the point of being widely accessible for relatively low-budget research, as well as for graduate, undergraduate, and even secondary and primary school education. This lecture provides an example of how to productively use a cutting-edge advanced robotics platform for education and research by providing a detailed case study with the Sony AIBO robot, a vision-based legged robot. The case study used for this lecture is the UT Austin Villa RoboCup Four-Legged Team. This lecture describes both the development process and the technical details of its end result. The main contributions of this lecture are (i) a roadmap for new classes and research groups interested in intelligent autonomous robotics who are starting from scratch with a new robot, and (ii) documentation of the algorithms behind our own approach on the AIBOs with the goal of making them accessible for use on other vision-based and/or legged robot platforms.