Learning and Execution of Object Manipulation Tasks on Humanoid Robots

• Tác giả: Mirko Wächter
• Ngôn ngữ: eng
• ISBN-13: 978-3731507499
• ISBN: KSP/1000078313
• Ký hiệu phân loại: 621.3 Electrical, magnetic, optical, communications, computer engineering; electronics, lighting
• Thông tin xuất bản: Karlsruhe : KIT Scientific Publishing, 2018
• Mô tả vật lý: 1 electronic resource (X, 236 p. p.)
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 248049

Tóm tắt

Equipping robots with complex capabilities still requires a great amount of effort. In this work, a novel approach is proposed to understand, to represent and to execute object manipulation tasks learned from observation by combining methods of data analysis, graphical modeling and artificial intelligence. Employing this approach enables robots to reason about how to solve tasks in dynamic environments and to adapt to unseen situations.