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Author: Gerardo Beruvides Publisher: Springer ISBN: 3030039498 Category : Technology & Engineering Languages : en Pages : 216
Book Description
This book introduces three key issues: (i) development of a gradient-free method to enable multi-objective self-optimization; (ii) development of a reinforcement learning strategy to carry out self-learning and finally, (iii) experimental evaluation and validation in two micromachining processes (i.e., micro-milling and micro-drilling). The computational architecture (modular, network and reconfigurable for real-time monitoring and control) takes into account the analysis of different types of sensors, processing strategies and methodologies for extracting behavior patterns from representative process’ signals. The reconfiguration capability and portability of this architecture are supported by two major levels: the cognitive level (core) and the executive level (direct data exchange with the process). At the same time, the architecture includes different operating modes that interact with the process to be monitored and/or controlled. The cognitive level includes three fundamental modes such as modeling, optimization and learning, which are necessary for decision-making (in the form of control signals) and for the real-time experimental characterization of complex processes. In the specific case of the micromachining processes, a series of models based on linear regression, nonlinear regression and artificial intelligence techniques were obtained. On the other hand, the executive level has a constant interaction with the process to be monitored and/or controlled. This level receives the configuration and parameterization from the cognitive level to perform the desired monitoring and control tasks.
Author: Gerardo Beruvides Publisher: Springer ISBN: 3030039498 Category : Technology & Engineering Languages : en Pages : 216
Book Description
This book introduces three key issues: (i) development of a gradient-free method to enable multi-objective self-optimization; (ii) development of a reinforcement learning strategy to carry out self-learning and finally, (iii) experimental evaluation and validation in two micromachining processes (i.e., micro-milling and micro-drilling). The computational architecture (modular, network and reconfigurable for real-time monitoring and control) takes into account the analysis of different types of sensors, processing strategies and methodologies for extracting behavior patterns from representative process’ signals. The reconfiguration capability and portability of this architecture are supported by two major levels: the cognitive level (core) and the executive level (direct data exchange with the process). At the same time, the architecture includes different operating modes that interact with the process to be monitored and/or controlled. The cognitive level includes three fundamental modes such as modeling, optimization and learning, which are necessary for decision-making (in the form of control signals) and for the real-time experimental characterization of complex processes. In the specific case of the micromachining processes, a series of models based on linear regression, nonlinear regression and artificial intelligence techniques were obtained. On the other hand, the executive level has a constant interaction with the process to be monitored and/or controlled. This level receives the configuration and parameterization from the cognitive level to perform the desired monitoring and control tasks.
Author: Spyros G. Tzafestas Publisher: CRC Press ISBN: 1000795675 Category : Science Languages : en Pages : 344
Book Description
Modern robots have arrived at a very matured state both in their mechanical / control aspects and their mental aspects. An Introduction to Robophilosophy explores the philosophical questions that arise in the development, creation, and use of mental – anthropomorphic and zoomorphic- robots that are capable of semiautonomous / autonomous operation, decision making and human-like action, being able to socially interact with humans and exhibit behavior similar to human beings or animals. Coverage first presents fundamental concepts, and an overview of philosophy, philosophy of science, and philosophy of technology. The six principal mental capabilities of modern robots, namely cognition, intelligence, autonomy, consciousness, conscience, and ethics are then studied from a philosophical point of view. They actually represent the product of technological embodiment of cognitive features to robots. Overall, readers are provided a consolidated thorough investigation of the philosophical aspects of these mental capabilities when embedded to robots. This book will serve as an ideal educational source in engineering and robotics courses as well as an introductory reference for researchers in the field of robotics, and it includes a rich bibliography.
Author: Farzin Forouzani Fard Publisher: Elyasbook ISBN: 6005727796 Category : Psychology Languages : en Pages : 547
Book Description
In the vast expanse of human understanding, few domains captivate and baffle as much as the interplay between artificial intelligence (AI) and the intricacies of human psychology. It signifies the merging of two separate realms, each teeming with its unique complexities, mysterious enigmas, and profound implications. Our journey through this book manifests as an exploration, a quest to reveal the intricate dimensions of intellect, language, emotions, cognition, character, and neuropsychology in this AI-defined era.
Author: Chinese Academy of Sciences Publisher: Springer Nature ISBN: 9811393907 Category : Technology & Engineering Languages : en Pages : 387
Book Description
This book is jointly compiled by Chinese Academy of Sciences, Cyberspace Administration of China, Ministry of Education of the People’s Republic of China, Ministry of Science and Technology of the People’s Republic of China, Chinese Academy of Social Sciences, National Natural Science Foundation of China and Chinese Academy of Agricultural Sciences. Over the past several years, Chinese scholars have contributed numerous research works on the development of Chinese scientific information and technology, and produced a range of outstanding achievements. Focusing on the main topic of e-Science, this book explores the forefront of science and technology around the globe, the major demands in China and the main fields in China’s economic development. Furthermore, it reviews the major achievements and the typical cases in China's e-Science research. It provides a valuable reference source for future technological innovations and will introduce researchers and students in the area of e-Science to the latest results in China.
Author: Mamta Mittal Publisher: Academic Press ISBN: 0323856470 Category : Computers Languages : en Pages : 420
Book Description
Cognitive Computing for Human-Robot Interaction: Principles and Practices explores the efforts that should ultimately enable society to take advantage of the often-heralded potential of robots to provide economical and sustainable computing applications. This book discusses each of these applications, presents working implementations, and combines coherent and original deliberative architecture for human–robot interactions (HRI). Supported by experimental results, it shows how explicit knowledge management promises to be instrumental in building richer and more natural HRI, by pushing for pervasive, human-level semantics within the robot's deliberative system for sustainable computing applications. This book will be of special interest to academics, postgraduate students, and researchers working in the area of artificial intelligence and machine learning. Key features: - Introduces several new contributions to the representation and management of humans in autonomous robotic systems; - Explores the potential of cognitive computing, robots, and HRI to generate a deeper understanding and to provide a better contribution from robots to society; - Engages with the potential repercussions of cognitive computing and HRI in the real world. - Introduces several new contributions to the representation and management of humans in an autonomous robotic system - Explores cognitive computing, robots and HRI, presenting a more in-depth understanding to make robots better for society - Gives a challenging approach to those several repercussions of cognitive computing and HRI in the actual global scenario
Author: Werner Leodolter Publisher: Springer ISBN: 3319536184 Category : Psychology Languages : en Pages : 271
Book Description
This book offers a new framework for conceptualizing and managing organizations when using new information and communication technologies, for example decision support and artificial intelligence. The book supports managers to actively guide the digital transformation of an organization through its strong metaphor of the subconscious mind of organizations. By designing and developing the subconscious mind, future organizations will evolve as successful and sustainable when implementing “hybrid intelligences” with a significant share of artificial intelligence but the clear primacy of the human. The author draws upon the psychological aspects of decision making, taking the reader from perception to analysis, conclusions and on to decision and action. Short, lucid stories support the conceptual ideas and form three narrations about the future of manufacturing, healthcare and retail. The effects of incorporating new technologies like sensors, visual analytics, decision support, artificial intelligence and robotics are explored. The reader gains a comprehensive view on management and organizational behavior, both as it is now and expectations for the future. This book will have wide appeal: information managers, strategists, organizational developers, management consultants and management students will find valuable support in this book which enables them to triumph in the digital transformation. The thought-provoking set of guiding principles and the ideas explored have something to offer to all those interested in the future of organizations, economics and society.
Author: Sumio Watanabe Publisher: Cambridge University Press ISBN: 0521864674 Category : Computers Languages : en Pages : 295
Book Description
Sure to be influential, Watanabe's book lays the foundations for the use of algebraic geometry in statistical learning theory. Many models/machines are singular: mixture models, neural networks, HMMs, Bayesian networks, stochastic context-free grammars are major examples. The theory achieved here underpins accurate estimation techniques in the presence of singularities.
Author: Gerardo Beruvides
Author: Gerardo Beruvides
Author: Spyros G. Tzafestas
Author: Dimitris Kiritsis
Author: Farzin Forouzani Fard
Author: Chinese Academy of Sciences
Author: Mamta Mittal
Author: Werner Leodolter
Author: Yue Wang
Author: Sumio Watanabe
Author: Carlos Gershenson