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Human-Inspired Balancing and Recovery Stepping for Humanoid Robots

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Book Series: Karlsruhe Series on Humanoid Robotics ISSN: 25120875 ISBN: 9783731509035 Year: Volume: 5 Pages: X, 235 p. DOI: 10.5445/KSP/1000091605 Language: ENGLISH
Publisher: KIT Scientific Publishing
Subject: Computer Science
Added to DOAB on : 2019-07-30 20:01:57
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Abstract

Robustly maintaining balance on two legs is an important challenge for humanoid robots. The work presented in this book represents a contribution to this area. It investigates efficient methods for the decision-making from internal sensors about whether and where to step, several improvements to efficient whole-body postural balancing methods, and proposes and evaluates a novel method for efficient recovery step generation, leveraging human examples and simulation-based reinforcement learning.

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