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Agile Autonomy: Learning High-Speed Vision-Based Flight (Springer Tracts in Advanced Robotics Book 153) PDF

2023·33 MB·English
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Download Agile Autonomy: Learning High-Speed Vision-Based Flight (Springer Tracts in Advanced Robotics Book 153) PDF Free - Full Version

by Antonio Loquercio| 2023| 33| English

About Agile Autonomy: Learning High-Speed Vision-Based Flight (Springer Tracts in Advanced Robotics Book 153)

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.

Detailed Information

Author:Antonio Loquercio
Publication Year:2023
ISBN:9783031272882
Language:English
File Size:33
Format:PDF
Price:FREE
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