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From Motor Learning to Interaction Learning in Robots
Language: en
Pages: 534
Authors: Olivier Sigaud
Categories: Computers
Type: BOOK - Published: 2010-02-04 - Publisher: Springer Science & Business Media

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From an engineering standpoint, the increasing complexity of robotic systems and the increasing demand for more autonomously learning robots, has become essenti
From Motor Learning to Interaction Learning in Robots
Language: en
Pages: 538
Authors: Olivier Sigaud
Categories: Computers
Type: BOOK - Published: 2010-12-09 - Publisher: Springer

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From an engineering standpoint, the increasing complexity of robotic systems and the increasing demand for more autonomously learning robots, has become essenti
Learning for Adaptive and Reactive Robot Control
Language: en
Pages: 425
Authors: Aude Billard
Categories: Technology & Engineering
Type: BOOK - Published: 2022-02-08 - Publisher: MIT Press

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Methods by which robots can learn control laws that enable real-time reactivity using dynamical systems; with applications and exercises. This book presents a w
Robot Learning from Human Demonstration
Language: en
Pages: 109
Authors: Sonia Dechter
Categories: Computers
Type: BOOK - Published: 2022-06-01 - Publisher: Springer Nature

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Learning from Demonstration (LfD) explores techniques for learning a task policy from examples provided by a human teacher. The field of LfD has grown into an e
Learning Motor Skills
Language: en
Pages: 201
Authors: Jens Kober
Categories: Technology & Engineering
Type: BOOK - Published: 2013-11-23 - Publisher: Springer

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This book presents the state of the art in reinforcement learning applied to robotics both in terms of novel algorithms and applications. It discusses recent ap