Format:
1 online resource (261 pages)
ISBN:
9783030541736
Content:
Intro -- Acknowledgements -- Contents -- AI, Robotics, and Humanity: Opportunities, Risks,and Implications for Ethics and Policy -- Introduction -- Message from Pope Francis -- Foundational Issues in AI and Robotics -- Overview on Perspectives -- Intelligent Agents -- Consciousness -- AI and Robotics Changing the Future of Society -- Work -- AI/Robotics: Poverty and Welfare -- Food and Agriculture -- Education -- Finance, Insurance, and Other Services -- Robotics/AI and Militarized Conflict -- Implications for Ethics and Policies -- AI/Robotics: Human and Social Relations -- Regulating for Good National and International Governance -- Toward Global AI Frameworks -- Protecting People's and Individual Human Rights and Privacy -- Developing Corporate Standards -- Part I Foundational Issues in AI and Robotics -- Differences Between Natural and Artificial CognitiveSystems -- Introduction -- Strategies for the Encoding of Relations: A Comparison Between Artificial and Natural Systems -- Encoding of Relations in Feed-Forward Architectures -- Encoding of Relations by Assemblies -- A Comparison Between the Two Strategies -- Assembly Coding and the Binding Problem -- Computing in High-Dimensional State Space -- Information Processing in Natural Recurrent Networks -- Concluding Remarks -- Foundations of Artificial Intelligence and Effective Universal Induction -- Introduction -- Learning from Data: The Problem of Induction -- Learning Frameworks -- The Asynchronous Learning Framework -- Solomonoff Induction -- The Synchronous Learning Framework -- Effective Universal Induction -- Caveats -- The Structure of Uncertainty -- Formalizing Uncertainty -- The Algebra of Truth Bearers -- Uncertainty: The Boolean Case -- Axioms for Uncertainty -- A General Agent Architecture: AIXI -- Defining Intelligence -- The Quest for a Standard Reference Machine.
Note:
Description based on publisher supplied metadata and other sources
Additional Edition:
ISBN 9783030541729
Additional Edition:
Erscheint auch als Druck-Ausgabe Robotics, AI, and humanity Cham, Switzerland : Springer, 2021 ISBN 9783030541729
Additional Edition:
ISBN 9783030541750
Language:
English
Keywords:
Künstliche Intelligenz
;
Robotik
;
Ethik
;
Konferenzschrift
;
Electronic books
URL:
Full-text
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