Foundation, Architecture, and Prototyping of Humanized AI

图书简介

Humanized AI (HAI), emerging as the next of the AI waves, refers to artificial social beings that are very close to humans in various aspects, beings who are machine-race humans, not digital slaves. Foundation, Architecture, and Prototyping of HAI deploy a novel smalldata approach to vertically explore the spectrum of HAI. Different from the popular big-data philosophy that is based on the rigid notion that the connotation of each concept is fixed and the same to everyone, this book treats understanding as a process from simple to complex, and uses the similarity principle to effectively deal with novelties. Combining the efficiency of the Behaviorists’ goal-driven approach and the flexibility of a Constructivists’ approach, both the architecture of HAI and the philosophical discussions arising from it are elaborated upon. Advancing a unique approach to the concept of HAI, this book appeals to professors and students of both AI and philosophy, as well as industry professionals looking to stay at the forefront of developments within the field.

Part 1: Philosophy of Humanized AI in Plain Language Chapter 1 The Human-Machine World to Create: Humanized AI Chapter 2 The World We Live in and The World in Our Eyes Chapter 3 The World in Our Mind: Fundamental Laws and Principles Chapter 4 The World to Learn: Cognition and Learning Part 2: Humanized AI and Its Approaches Chapter 1 A Brief History of AI and Machine-Learning Methods Chapter 3 Existing Approaches to Humanized AI Chapter 4 New Approach To Humanized AI Part 3: Architecture of Humanized AI Chapter 1 Three Worlds and Virtual Reality Chapter 2 First Designer Stance Chapter 3 Dynamic Knowledge Representation Chapter 4 Attention Mechanism and Attentive World Chapter 5 Learning Mechanism and Knowledge Discovery Chapter 6 Adaptive Response Mechanism Chapter 7 Effective Teaching Part 4: Prototyping Agents - Zda and Lia Chapter 1 Functional and Logic Specifications Chapter 2 Modularization of Humanized AI Architecture Chapter 3 Implementations of Innate Mechanisms Chapter 4 Miscellaneous Glossary Appendix: Tutorial to Common Methods for Narrow AI References

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Foundation, Architecture, and Prototyping of Humanized AI 人性化人工智能的基础、架构与原型：新的建构主义方法 人工智能

Foundation, Architecture, and Prototyping of Humanized AI

人性化人工智能的基础、架构与原型：新的建构主义方法
人工智能