Human-in-the-loop Learning and Control for Robot Teleoperation
- 1 Edición - 6 de abril de 2023
- Última edición
- Autores: Chenguang Yang, Jing Luo, Ning Wang
- Idioma: Inglés
Human-in-the-loop Learning and Control for Robot Teleoperation presents recent, research progress on teleoperation and robots, including human-robot interaction, learning and contr… Leer más
Descripción
Descripción
Human-in-the-loop Learning and Control for Robot Teleoperation presents recent, research progress on teleoperation and robots, including human-robot interaction, learning and control for teleoperation with many extensions on intelligent learning techniques. The book integrates cutting-edge research on learning and control algorithms of robot teleoperation, neural motor learning control, wave variable enhancement, EMG-based teleoperation control, and other key aspects related to robot technology, presenting implementation tactics, adequate application examples and illustrative interpretations.
Robots have been used in various industrial processes to reduce labor costs and improve work efficiency. However, most robots are only designed to work on repetitive and fixed tasks, leaving a gap with the human desired manufacturing effect.
Puntos claves
Puntos claves
- Introduces research progress and technical contributions on teleoperation robots, including intelligent human-robot interactions and learning and control algorithms for teleoperation
- Presents control strategies and learning algorithms to a teleoperation framework to enhance human-robot shared control, bi-directional perception and intelligence of the teleoperation system
- Discusses several control and learning methods, describes the working implementation and shows how these methods can be applied to a specific and practical teleoperation system
De interès para
De interès para
Índice
Índice
1. Introduction
2. Software systems and platforms for teleoperation
3. Uncertainties compensation-based teleoperation control
4. User experience-enhanced teleoperation control
5. Shared control for teleoperation
6. Human–robot interaction in teleoperation systems
7. Task learning of teleoperation robot systems
Detalles del producto
Detalles del producto
- Edición: 1
- Última edición
- Publicado: 13 de abril de 2023
- Idioma: Inglés
Sobre los autores
Sobre los autores
CY
Chenguang Yang
JL
Jing Luo
NW