Towards Transferable AI Powered Robotics: The euROBIN Perspective
A European Vision for Next-Generation Human-Centered, AI-Powered Robotics
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Beschreibung
This book provides a forward-looking roadmap for developing AI-powered robots that can transfer knowledge, skills, and behaviors across different platforms, tasks, and environments. Combining cutting-edge research with practical case studies, it introduces the emerging concept of transferable robotics, offering new frameworks, benchmarking methods, foundation model integration, and interoperable architectures to accelerate the deployment of adaptable, general-purpose robotic systems.
Building in particular on the experience of the European Robotics and AI network of excellence, euROBIN, (Grant Agreement ID: 101070596), it covers topics from transfer learning and embodied AI to human-centered design, industrial applications, and broader European research initiatives. The book bridges theory and practice while addressing technical, ethical, and societal challenges. It is an essential resource for researchers, students, engineers, AI and robotics developers, and innovation professionals seeking to advance intelligent, scalable, and trustworthy robotics for manufacturing, healthcare, logistics, and other real-world applications.
This book provides a forward-looking roadmap for developing AI-powered robots that can transfer knowledge, skills, and behaviors across different platforms, tasks, and environments. Combining cutting-edge research with practical case studies, it introduces the emerging concept of transferable robotics, offering new frameworks, benchmarking methods, foundation model integration, and interoperable architectures to accelerate the deployment of adaptable, general-purpose robotic systems.
Building in particular on the experience of the European Robotics and AI network of excellence, euROBIN, (Grant Agreement ID: 101070596), it covers topics from transfer learning and embodied AI to human-centered design, industrial applications, and broader European research initiatives. The book bridges theory and practice while addressing technical, ethical, and societal challenges. It is an essential resource for researchers, students, engineers, AI and robotics developers, and innovation professionals seeking to advance intelligent, scalable, and trustworthy robotics for manufacturing, healthcare, logistics, and other real-world applications.
Provides a unified roadmap for transferable robotics, advancing AI and robotics across Europe Focuses on robotic transferability - shifting knowledge, skills, and functions across tasks, environments, platforms Lays foundations with theory and tech blocks, including standards, architectures, and robotics foundation models
Autor*in
Juan Antonio Pavón Losada
Themen in »Towards Transferable AI Powered Robotics: The euROBIN Perspective«
Transferability AI Automation Knowledge Innovation Europe Sustainability Industry4.0 Haptics Perception Reasoning Ecosystem Healthcare Manufacturing Benchmarking