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Robot Learning: Basic Principles
Hardcover
ISBN13: 9789387695801
Publisher: Agri Horti Press
Published: Jan 1 2025
Pages: 180
Weight: 0.95
Height: 0.44 Width: 6.14 Depth: 9.21
Language: English
-Introduction to robot learning as a field of study in robotics and artificial intelligence
-Overview of basic principles underlying robot learning algorithms and methodologies
-Explanation of the concept of machine learning and its application to robotic systems
-Exploration of various learning paradigms, such as supervised, unsupervised, and reinforcement learning, in the context of robots
-Discussion of key challenges and considerations in robot learning, including data collection, generalization, and adaptation to new environments
-Consideration of real-world applications and implications of robot learning in areas such as autonomous navigation, manipulation, and human-robot interaction.
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