Artificial intelligence, machine learning and deep learning in advanced robotics, a review
Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL) have revolutionized the field of advanced robotics in recent years. AI, ML, and DL are transforming the field of advanced robotics, making robots more intelligent, efficient, and adaptable to complex tasks and environments....
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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KeAi Communications Co. Ltd.
2023-01-01
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| Series: | Cognitive Robotics |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2667241323000113 |
| _version_ | 1797676556519211008 |
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| author | Mohsen Soori Behrooz Arezoo Roza Dastres |
| author_facet | Mohsen Soori Behrooz Arezoo Roza Dastres |
| author_sort | Mohsen Soori |
| collection | DOAJ |
| description | Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL) have revolutionized the field of advanced robotics in recent years. AI, ML, and DL are transforming the field of advanced robotics, making robots more intelligent, efficient, and adaptable to complex tasks and environments. Some of the applications of AI, ML, and DL in advanced robotics include autonomous navigation, object recognition and manipulation, natural language processing, and predictive maintenance. These technologies are also being used in the development of collaborative robots (cobots) that can work alongside humans and adapt to changing environments and tasks. The AI, ML, and DL can be used in advanced transportation systems in order to provide safety, efficiency, and convenience to the passengers and transportation companies . Also, the AI, ML, and DL are playing a critical role in the advancement of manufacturing assembly robots, enabling them to work more efficiently, safely, and intelligently. Furthermore, they have a wide range of applications in aviation management, helping airlines to improve efficiency, reduce costs, and improve customer satisfaction. Moreover, the AI, ML, and DL can help taxi companies in order to provide better, more efficient, and safer services to customers. The research presents an overview of current developments in AI, ML, and DL in advanced robotics systems and discusses various applications of the systems in robot modification. Further research works regarding the applications of AI, ML, and DL in advanced robotics systems are also suggested in order to fill the gaps between the existing studies and published papers. By reviewing the applications of AI, ML, and DL in advanced robotics systems, it is possible to investigate and modify the performances of advanced robots in various applications in order to enhance productivity in advanced robotic industries. |
| first_indexed | 2024-03-11T22:30:54Z |
| format | Article |
| id | doaj.art-6f717dfeaf374caba8266538020d5430 |
| institution | Directory Open Access Journal |
| issn | 2667-2413 |
| language | English |
| last_indexed | 2024-03-11T22:30:54Z |
| publishDate | 2023-01-01 |
| publisher | KeAi Communications Co. Ltd. |
| record_format | Article |
| series | Cognitive Robotics |
| spelling | doaj.art-6f717dfeaf374caba8266538020d54302023-09-23T05:13:16ZengKeAi Communications Co. Ltd.Cognitive Robotics2667-24132023-01-0135470Artificial intelligence, machine learning and deep learning in advanced robotics, a reviewMohsen Soori0Behrooz Arezoo1Roza Dastres2Department of Aeronautical Engineering, University of Kyrenia, Kyrenia, North Cyprus, Via Mersin 10, Turkey; Corresponding author.CAD/CAPP/CAM Research Center, Department of Mechanical Engineering, Amirkabir University of Technology (Tehran Polytechnic), 424 Hafez Avenue, Tehran 15875-4413, IranDepartment of Computer Engineering, Cyprus International University, North Cyprus, Via Mersin 10, TurkeyArtificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL) have revolutionized the field of advanced robotics in recent years. AI, ML, and DL are transforming the field of advanced robotics, making robots more intelligent, efficient, and adaptable to complex tasks and environments. Some of the applications of AI, ML, and DL in advanced robotics include autonomous navigation, object recognition and manipulation, natural language processing, and predictive maintenance. These technologies are also being used in the development of collaborative robots (cobots) that can work alongside humans and adapt to changing environments and tasks. The AI, ML, and DL can be used in advanced transportation systems in order to provide safety, efficiency, and convenience to the passengers and transportation companies . Also, the AI, ML, and DL are playing a critical role in the advancement of manufacturing assembly robots, enabling them to work more efficiently, safely, and intelligently. Furthermore, they have a wide range of applications in aviation management, helping airlines to improve efficiency, reduce costs, and improve customer satisfaction. Moreover, the AI, ML, and DL can help taxi companies in order to provide better, more efficient, and safer services to customers. The research presents an overview of current developments in AI, ML, and DL in advanced robotics systems and discusses various applications of the systems in robot modification. Further research works regarding the applications of AI, ML, and DL in advanced robotics systems are also suggested in order to fill the gaps between the existing studies and published papers. By reviewing the applications of AI, ML, and DL in advanced robotics systems, it is possible to investigate and modify the performances of advanced robots in various applications in order to enhance productivity in advanced robotic industries.http://www.sciencedirect.com/science/article/pii/S2667241323000113Artificial intelligenceMachine learningDeep learningAdvanced robotics |
| spellingShingle | Mohsen Soori Behrooz Arezoo Roza Dastres Artificial intelligence, machine learning and deep learning in advanced robotics, a review Cognitive Robotics Artificial intelligence Machine learning Deep learning Advanced robotics |
| title | Artificial intelligence, machine learning and deep learning in advanced robotics, a review |
| title_full | Artificial intelligence, machine learning and deep learning in advanced robotics, a review |
| title_fullStr | Artificial intelligence, machine learning and deep learning in advanced robotics, a review |
| title_full_unstemmed | Artificial intelligence, machine learning and deep learning in advanced robotics, a review |
| title_short | Artificial intelligence, machine learning and deep learning in advanced robotics, a review |
| title_sort | artificial intelligence machine learning and deep learning in advanced robotics a review |
| topic | Artificial intelligence Machine learning Deep learning Advanced robotics |
| url | http://www.sciencedirect.com/science/article/pii/S2667241323000113 |
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