Tactile Sensing, Skill Learning, and Robotic Dexterous Manipulation

Tactile Sensing, Skill Learning, and Robotic Dexterous Manipulation

Luo, Shan; Chen, Zhaopeng; Li, Qiang; Zhang, Jianwei; Yang, Chenguang

Elsevier Science & Technology

04/2022

372

Mole

Inglês

9780323904452

15 a 20 dias

590

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Part I: Tactile sensing and perception
1. Tactile sensors for dexterous manipulation
2. Robotic perception of object properties using tactile sensing
3. Multimodal perception for dexterous manipulation
4. Using Machine Learning for Material Detection with Capacitive Proximity Sensors

Part II: Skill representation and learning
5. Admittance control: learning from human and collaboration with human
6. Sensorimotor Control for Dexterous Grasping--Inspiration from human hand
7. Efficient Haptic Learning and Interaction
8. From human to robot grasping: kinematics and forces synergies
9. Learning a form-closure grasping with attractive region in environment
10. Learning hierarchical control for robust in-hand manipulation
11. Learning Industrial Assembly by Guided-DDPG

Part III: Robotic hand adaptive control
12. The novel poly-articulated prosthetic hand Hannes: A survey study, and clinical evaluation
13. Enhancing vision control by tactile sensing for robotic manipulation
14. Neural Network enhanced Optimal Control of Manipulator
15. Towards Dexterous In-Hand Manipulation of Unknown Objects: A Feedback Based Control Approach
16. Learning Industrial Assembly by Guided-DDPG
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Intelligent Robot; Artificial Intelligence; Intelligent Sensor; Machine Learning; Robotic Manipulation; Tactile Sensing; Skill representation and Learning; Dexterous robotic hand, bio-inspired robotic grasping