Emergent Behavior Detection And Task Coordination For Multiagent Systems
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Emergent Behavior Detection And Task Coordination For Multiagent Systems
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Author : Jing Wang
language : en
Publisher: Springer Nature
Release Date : 2021-10-23
Emergent Behavior Detection And Task Coordination For Multiagent Systems written by Jing Wang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-23 with Technology & Engineering categories.
This book addresses problems in the modeling, detection, and control of emergent behaviors and task coordination in multiagent systems. It presents a unified solution to such problems in terms of distributed estimation, distributed control, and optimization of interaction topologies and dynamics. Four aspects of the technical solutions in the book are presented: First, the impact of interaction dynamics on the convergence conditions related to interaction topologies is discussed, utilizing a discontinuous cooperative control algorithm of updated design. Second, distributed least-squares and Kalman filtering algorithms for agents with limited interactions are elaborated upon. Third, a general framework of distributed nonlinear control is established, and distributed adaptive control for nonlinear systems with more general uncertainties is presented. Based on the proposed framework, a distributed nonlinear controller is designed to deal with task coordination of robotic systems with nonholonomic constraints. Finally, the problem of optimal multiagent task coordination is addressed and solutions based on approximate dynamic programming and approximate distributed gradient estimation are presented. Emergent Behavior Detection and Task Coordination for Multiagent Systems is of interest to practicing engineers in areas such as robotics and cyber-physical systems, researchers in the field of systems, controls, and robotics, and senior undergraduate and graduate students.
Strategic Implementation Of Agentic Ai Tools Techniques And Use Cases
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Author : Anand Vemula
language : en
Publisher: Anand Vemula
Release Date :
Strategic Implementation Of Agentic Ai Tools Techniques And Use Cases written by Anand Vemula and has been published by Anand Vemula this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
Strategic Implementation of Agentic AI provides a comprehensive, practice-driven roadmap for deploying autonomous agents across real-world enterprise environments. The book is structured into four major parts—principles and deployment, tools and techniques, enterprise use cases, and strategic foresight—offering a 360-degree view of agentic AI from foundational theory to advanced integration. Beginning with the core capabilities of agentic systems such as autonomy, proactivity, and goal orientation, the book lays out design methodologies that align AI behavior with organizational intent. It covers infrastructure design, from cloud-native deployments to agent platforms like LangChain and AutoGen, while addressing security, privacy, and responsible governance. The second section explores the technical backbone of agentic AI: agent-oriented programming, prompt engineering, memory architectures, multi-agent coordination, and telemetry feedback loops. Each chapter demonstrates how to build scalable, modular agents with adaptive learning and decision-making capacity. Real-world applications take center stage in the third part. Readers gain insight into agent deployment in business operations, sales, healthcare, education, manufacturing, and more—uncovering how agents optimize workflows, support decision-making, and enable human-machine collaboration at scale. The final part focuses on strategic alignment, scaling ecosystems, ethics, regulatory impacts, and future planning. It offers tools to assess maturity, define KPIs, and envision a path toward intelligent, resilient, and ethical agentic ecosystems. Written for technologists, architects, and enterprise leaders, this book bridges vision and implementation—offering a pragmatic guide to turning autonomous AI into a core strategic capability.
Intelligent Multimedia Multi Agent Systems
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Author : Rajiv Khosla
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-03-09
Intelligent Multimedia Multi Agent Systems written by Rajiv Khosla and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-09 with Computers categories.
Intelligent Multimedia Multi-Agent Systems focuses on building intelligent successful systems. The book adopts a human-centered approach and considers various pragmatic issues and problems in areas like intelligent systems, software engineering, multimedia databases, electronic commerce, data mining, enterprise modeling and human-computer interaction for developing a human-centered virtual machine. The authors describe an ontology of the human-centered virtual machine which includes four components: activity-centered analysis component, problem solving adapter component, transformation agent component, and multimedia based interpretation component. These four components capture the external and internal planes of the system development spectrum. They integrate the physical, social and organizational reality on the external plane with stakeholder goals, tasks and incentives, and organization culture on the internal plane. The human-centered virtual machine and its four components are used for developing intelligent multimedia multi-agent systems in areas like medical decision support and health informatics, medical image retrieval, e-commerce, face detection and annotation, internet games and sales recruitment. The applications in these areas help to expound various aspects of the human-centered virtual machine including, human-centered domain modeling, distributed intelligence and communication, perceptual and cognitive task modeling, component based software development, and multimedia based data modeling. Further, the applications described in the book employ various intelligent technologies like neural networks, fuzzy logic and knowledge based systems, software engineering artifacts like agents and objects, internet technologies like XML and multimedia artifacts like image, audio, video and text.
Emergent Trends In Robotics And Intelligent Systems
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Author : Peter Sinčák
language : en
Publisher: Springer
Release Date : 2014-10-03
Emergent Trends In Robotics And Intelligent Systems written by Peter Sinčák and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-10-03 with Technology & Engineering categories.
What is the Role of Intelligent Technologies in the Next Generation of Robots ? This monograph gives answers to this question and presents emergent trends of Intelligent Systems and Robotics. After an introductory chapter celebrating 70 year of publishing the McCulloch Pitts model the book consists of the 2 parts „Robotics“ and „Intelligent Systems“. The aim of the book is to contribute to shift conventional robotics in which the robots perform repetitive, pre-programmed tasks to its intelligent form, where robots possess new cognitive skills with ability to learn and adapt to changing environment. A main focus is on Intelligent Systems, which show notable achievements in solving various problems in intelligent robotics. The book presents current trends and future directions bringing together Robotics and Computational Intelligence. The contributions include widespread experimental and theoretical results on intelligent robotics such as e.g. autonomous robotics, new robotic platforms, or talking robots.
Mobile Agents For Telecommunication Applications
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Author : Ahmed Karmouch
language : en
Publisher: Springer
Release Date : 2003-06-30
Mobile Agents For Telecommunication Applications written by Ahmed Karmouch and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-06-30 with Computers categories.
Research in the telecommunications ?eld suggests that future network infrastructures will be composed of sensors, wireless devices, personal digital assistants, networked appliances and numerous types of services. This brings up key issues such as unfamiliar users and service interfaces, discovering services that match user’s needs, ?nding and tracking people and resources, establishing useful contacts and appropriate associations between resources and users, and managing a large number of dynamic network entities all of which must be performed in an automated and proactive manner with a certain degree of autonomy and mobility. These are the main characteristics exhibited by mobile software agent behavior, making the technology more suitable for future telecommu- cation applications and services. It also reveals the tremendous potential for the mobile agent paradigm. The potential complexity of mobile agent operation requires that mechanisms exist on several levels to coordinate its activities. For this purpose research and development on various forms of mobile agents continues to grow in a staggering fashion. Age- based applications and services such as network management, e-commerce, information gathering on the Internet, mobile communications, active networking, and most recently ad hoc communications are becoming increasingly popular and continue to contribute to the development and to the success of mobile agent technology. In addition it is well established that mobile agents is an ideal sister technology for mobile ad hoc networks where users, applications, services, devices and networks are mobile and dynamically con?gurable.
Agents And Multi Agent Systems Technologies And Applications 2021
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Author : G. Jezic
language : en
Publisher: Springer Nature
Release Date : 2021-06-07
Agents And Multi Agent Systems Technologies And Applications 2021 written by G. Jezic and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-07 with Technology & Engineering categories.
This book highlights new trends and challenges in research on agents and the new digital and knowledge economy. It includes papers on business process management, agent-based modeling and simulation, and anthropic-oriented computing that were originally presented at the 15th International KES Conference on Agents and Multi-Agent Systems: Technologies and Applications (KES-AMSTA 2021), being held as a Virtual Conference in June 14–16, 2021. The respective papers cover topics such as software agents, multi-agent systems, agent modeling, mobile and cloud computing, big data analysis, business intelligence, artificial intelligence, social systems, computer embedded systems, and nature-inspired manufacturing, all of which contribute to the modern digital economy.
Issues In Multi Agent Systems
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Author : Antonio Moreno
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-12-22
Issues In Multi Agent Systems written by Antonio Moreno and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-12-22 with Computers categories.
Discover the latest developments and issues in multi-agent systems by exploring their applications in various domains such as electronic markets, e-tourism, ambience intelligence, and complex system analysis. The book is written by two researchers with hands-on experience in technology transfer. With their practical focus, they help you see how agent technology can be applied in many new services and environments.
Engineering Intelligent Hybrid Multi Agent Systems
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Author : Rajiv Khosla
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Engineering Intelligent Hybrid Multi Agent Systems written by Rajiv Khosla and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.
Engineering Intelligent Hybrid Multi-Agent Systems is about building intelligent hybrid systems. Included is coverage of applications and design concepts related to fusion systems, transformation systems and combination systems. These applications are in areas involving hybrid configurations of knowledge-based systems, case-based reasoning, fuzzy systems, artificial neural networks, genetic algorithms, and in knowledge discovery and data mining. Through examples and applications a synergy of these subjects is demonstrated. The authors introduce a multi-agent architectural theory for engineering intelligent associative hybrid systems. The architectural theory is described at both the task structure level and the computational level. This problem-solving architecture is relevant for developing knowledge agents and information agents. An enterprise-wide system modeling framework is outlined to facilitate forward and backward integration of systems developed in the knowledge, information, and data engineering layers of an organization. In the modeling process, software engineering aspects like agent oriented analysis, design and reuse are developed and described. Engineering Intelligent Hybrid Multi-Agent Systems is the first book in the field to provide details of a multi-agent architecture for building intelligent hybrid systems.
Advances In Practical Applications Of Cyber Physical Multi Agent Systems The Paams Collection
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Author : Yves Demazeau
language : en
Publisher: Springer
Release Date : 2017-06-08
Advances In Practical Applications Of Cyber Physical Multi Agent Systems The Paams Collection written by Yves Demazeau and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-06-08 with Computers categories.
This book constitutes the refereed proceedings of the 15th International Conference on Practical Applications of Scalable Multi-Agent Systems, PAAMS 2017, held in Porto, Portugal, in June 2017. The 11 revised full papers, 11 short papers, and 17 Demo papers were carefully reviewed and selected from 63 submissions. The papers report on the application and validation of agent-based models, methods, and technologies in a number of key application areas, including day life and real world, energy and networks, human and trust, markets and bids, models and tools, negotiation and conversation, scalability and resources.
Advances In Practical Applications Of Heterogeneous Multi Agent Systems The Paams Collection
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Author : Yves Demazeau
language : en
Publisher: Springer
Release Date : 2014-05-14
Advances In Practical Applications Of Heterogeneous Multi Agent Systems The Paams Collection written by Yves Demazeau and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-14 with Computers categories.
This book constitutes the refereed proceedings of the 12th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2014, held in Salamanca, Spain, in June 2014. The 12 revised full papers and 14 short papers were carefully reviewed and selected from 52 submissions and are presented together with 19 demonstrations. The papers report on the application and validation of agent-based models, methods, and technologies in a number of key application areas, including: agent-oriented software engineering, conversations, motion coordination and unmanned aerial vehicles, web and service systems, robotics exploration, smart cities and infrastructures, and social systems.