Algorithmic Foundations of Robotics XVI, Volume 1: Proceedings of the Sixteenth Workshop on the Algorithmic Foundations of Robotics
暫譯: 機器人算法基礎 XVI,第1卷:第十六屆機器人算法基礎研討會論文集
Amato, Nancy M., Driggs-Campbell, Katie, Ekenna, Chinwe
- 出版商: Springer
- 出版日期: 2026-05-20
- 售價: $8,980
- 貴賓價: 9.5 折 $8,531
- 語言: 英文
- 頁數: 480
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3032099668
- ISBN-13: 9783032099662
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相關分類:
Machine Learning
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商品描述
This book is the first volume of two that present research advances on algorithmic robotics written by leading experts in the field. Algorithms are a fundamental component of robotic systems: they control or reason about motion and perception in the physical world. They receive input from noisy sensors, consider geometric and physical constraints, and operate on the world through imprecise actuators. The design and analysis of robot algorithms therefore raises a unique combination of questions in control theory, computational and differential geometry, computer science and machine learning. Advances in this area have a wide range of applications in manufacturing, computational biology, medical robotics, sensor networks, human-robot interaction, virtual environments, and many other areas. These results were presented at the 16th edition of the International Workshop on the Algorithmic Foundations of Robotics (WAFR) held October 7-9, 2024 at the University of Illinois Discovery Partners Institute in the City of Chicago, Illinois, USA. This edition of WAFR also marked 30 years since its creation in 1994 as a small workshop. Since then, WAFR has established a reputation of being one of the most important venues for presenting cutting-edge research on algorithmic problems in robotics. Each of the 47 chapters in these two volumes presents an exciting contribution in algorithmic robotics spanning motion and task planning, geometry, multi-robot systems, game theoretic algorithms, control, reinforcement learning, robot design and dynamics, planning with beliefs, minimalism, manipulation, planning with interesting'' goals, and perception, localization, and communication.
商品描述(中文翻譯)
本書是兩卷中的第一卷,介紹了由該領域的領先專家撰寫的算法機器人學研究進展。算法是機器人系統的基本組成部分:它們控制或推理物理世界中的運動和感知。它們接收來自噪聲傳感器的輸入,考慮幾何和物理約束,並通過不精確的執行器在世界上運作。因此,機器人算法的設計和分析提出了一系列獨特的問題,涉及控制理論、計算幾何和微分幾何、計算機科學和機器學習。這一領域的進展在製造、計算生物學、醫療機器人、傳感器網絡、人機互動、虛擬環境以及許多其他領域具有廣泛的應用。
這些結果在2024年10月7日至9日於美國伊利諾伊州芝加哥市的伊利諾伊大學發現夥伴研究所舉行的第16屆國際算法機器人學基礎研討會(WAFR)上發表。本屆WAFR也標誌著自1994年創辦以來的30周年,當時它是一個小型研討會。自那時以來,WAFR已建立起作為展示機器人學中算法問題前沿研究的重要場所之一的聲譽。
這兩卷中的47章各自呈現了在算法機器人學方面的激動人心的貢獻,涵蓋了運動和任務規劃、幾何學、多機器人系統、博弈論算法、控制、強化學習、機器人設計和動力學、基於信念的規劃、簡約主義、操作、以“有趣”目標進行規劃,以及感知、定位和通信。