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Agile Autonomy: Learning High-Speed Vision-Based Flight
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Agile Autonomy: Learning High-Speed Vision-Based Flight

2023 ed.

Book Details

Format Hardback or Cased Book
ISBN-10 3031272870
ISBN-13 9783031272875
Edition 2023 ed.
Publisher Springer International Publishing AG
Imprint Springer International Publishing AG
Country of Manufacture GB
Country of Publication GB
Publication Date Apr 30th, 2024
Print length 55 Pages
Ksh 25,200.00
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This book presents the astonishing potential of deep sensorimotor policies for agile vision-based quadrotor flight. Quadrotors are among the most agile and dynamic machines ever created. However, developing fully autonomous quadrotors that can approach or even outperform the agility of birds or human drone pilots with only onboard sensing and computing is challenging and still unsolved. Deep sensorimotor policies, generally trained in simulation, enable autonomous quadrotors to fly faster and more agile than what was possible before. While humans and birds still have the advantage over drones, the author shows the current research gaps and discusses possible future solutions.

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