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The goal of this work is the development of a novel computational formalization of whole-body affordances which is suitable for the multimodal detection and validation of interaction possibilities in unknown environments. The hierarchical framework allows the consistent fusion of affordance-related evidence and can be utilized for realizing shared autonomous control of humanoid robots. The affordance formalization is evaluated in several experiments in simulation and on real humanoid robots.
Nákup knihy
Whole-Body Affordances for Humanoid Robots: A Computational Approach, Peter Kaiser
- Jazyk
- Rok vydání
- 2018
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Navrhnout úpravu
- Titul
- Whole-Body Affordances for Humanoid Robots: A Computational Approach
- Jazyk
- anglicky
- Autoři
- Peter Kaiser
- Vydavatel
- KIT Scientific Publishing
- Rok vydání
- 2018
- ISBN10
- 3731507986
- ISBN13
- 9783731507987
- Kategorie
- Počítače, IT, programování
- Anotace
- The goal of this work is the development of a novel computational formalization of whole-body affordances which is suitable for the multimodal detection and validation of interaction possibilities in unknown environments. The hierarchical framework allows the consistent fusion of affordance-related evidence and can be utilized for realizing shared autonomous control of humanoid robots. The affordance formalization is evaluated in several experiments in simulation and on real humanoid robots.