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Titlebook: Intelligent Autonomous Robotics; A Robot Soccer Case Peter Stone Book 2007 Springer Nature Switzerland AG 2007

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发表于 2025-3-21 16:30:22 | 显示全部楼层 |阅读模式
书目名称Intelligent Autonomous Robotics
副标题A Robot Soccer Case
编辑Peter Stone
视频video
丛书名称Synthesis Lectures on Artificial Intelligence and Machine Learning
图书封面Titlebook: Intelligent Autonomous Robotics; A Robot Soccer Case  Peter Stone Book 2007 Springer Nature Switzerland AG 2007
描述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.
出版日期Book 2007
版次1
doihttps://doi.org/10.1007/978-3-031-01544-1
isbn_softcover978-3-031-00416-2
isbn_ebook978-3-031-01544-1Series ISSN 1939-4608 Series E-ISSN 1939-4616
issn_series 1939-4608
copyrightSpringer Nature Switzerland AG 2007
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发表于 2025-3-21 21:04:36 | 显示全部楼层
Vision, sonars and laser range finders. However, camera and processing technology has recently advanced to the point where modern robots are increasingly equipped with vision-based sensors. Indeed on the AIBO, the camera is the main source of sensory information, and as such, we placed a strong emphasis on
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发表于 2025-3-22 05:07:06 | 显示全部楼层
Kicking,in Chapter 4 and any legged robot will need to be equipped with some of the capabilities described in Chapter 5. Because of the particular challenge task we adopted—robot soccer—creating a ball-kicking motion was also important. Though kicking itself may not be of general interest, it represents tas
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Global Map,g a simple finite state machine (see Chapter 12). Our sensory input and feedback from the Movement Module dictated state transitions, so sensations had a relatively direct influence on the behavior. However, once we developed the capability to locate our agents and the ball on the field and to commu
发表于 2025-3-23 00:14:26 | 显示全部楼层
Behaviors, much more of our time building up the low-level modules such as walking, vision, and localization. As such, the behaviors described here are far from ideal. We later overhauled this component of our code base when we participated in subsequent competitions. Nonetheless, a detailed description of ou
发表于 2025-3-23 05:03:28 | 显示全部楼层
Simulator,ocalization that we used requires many parameters to be tuned. In addition, the robustness of the algorithm often works to mask errors, making them difficult to track down. For these reasons, we constructed a simulator that allows the robot’s high-level modules to interact with a simulated environme
发表于 2025-3-23 05:42:57 | 显示全部楼层
Conclusion,sequent developments. Thanks to a focussed effort over the course of 5 1/2 months, we were able to create an entirely new code base for the AIBOs from scratch and develop it to the point of competing in RoboCup 2003. The efforts were the basis of a great educational experience for a class of mostly
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