Cloud Robotics - Harnessing Networked Intelligence for the Next Era of Autonomous Machines

Fouad Sabry

Sinopsis

1: Cloud robotics: An introduction to cloud robotics, explaining how cloud infrastructure supports robots' processing and storage capabilities.

2: Client–server model: A detailed look at the clientserver architecture that facilitates communication between robots and cloud servers.

3: Neuromorphic computing: Explores how neuromorphic computing mimics the brain's neural networks, advancing robotic learning and decisionmaking.

4: Simultaneous localization and mapping: Focuses on the integration of cloud computing to optimize realtime robot mapping and localization.

5: Computational intelligence: Delves into computational intelligence techniques used to improve robots' autonomous decisionmaking in cloud environments.

6: Neuroinformatics: Examines the role of neuroinformatics in bridging neural computing and robotics within the cloud.

7: Robot learning: Discusses machine learning strategies for robots, leveraging cloud resources to enhance learning and adaptation.

8: Gregory Dudek: Highlights the contributions of Gregory Dudek to the field of robotics and his influence on cloudbased robotics research.

9: Edge computing: Explores how edge computing is integrated with cloud robotics to process data closer to the source, improving efficiency.

10: Cyber–physical system: An analysis of the cyberphysical systems used in cloud robotics to link physical robots with cloudbased data and software.

11: Cloud computing: Covers cloud computing fundamentals, emphasizing its importance in the development and evolution of cloud robotics.

12: Deep learning: Examines deep learning techniques in robotics, showing how robots use cloudbased deep learning models for enhanced autonomy.

13: Google Brain: A look at how Google Brain contributes to AI and cloudbased robotics, revolutionizing machine learning models for robots.

14: AI accelerator: Explores how AI accelerators power cloud robotics, boosting robots’ capabilities with advanced computational power.

15: Amir Hussain (cognitive scientist): Reviews Amir Hussain’s work on cognitive robotics and how it informs cloud robotics development.

16: Fog robotics: Investigates fog computing and its synergy with cloud robotics to process data and enhance robot performance at the edge.

17: Multitask optimization: Discusses methods for multitask optimization, ensuring that cloud robots efficiently handle complex tasks simultaneously.

18: Aude Billard: Examines Aude Billard's groundbreaking work in robotic learning and its integration with cloud systems for improved robot behavior.

19: Juyang Weng: Highlights Juyang Weng’s contributions to robotics, particularly in cognitive modeling and cloudbased robot intelligence.

20: Cache (computing): Provides insights into cache computing and how caching techniques optimize cloud robotics for better performance.

21: Peertopeer: Concludes with an exploration of peertopeer networking in cloud robotics, enabling decentralized and efficient communication between robots.

Disponible desde: 09/12/2024.

Longitud de impresión: 262 páginas.

Ciencia y tecnología

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