Knowing our World: An Artificial Intelligence Perspective
Knowing our World: An Artificial Intelligence Perspective considers the methodologies of science, computation, and artificial intelligence to explore how we humans come to understand and operate in our world. While humankind’s history of articulating ideas and building machines that can replicate th...
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| Language: | English |
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Cham :
Springer International Publishing : Imprint: Springer,
2021.
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| Edition: | 1st ed. 2021. |
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| Online Access: | https://doi.org/10.1007/978-3-030-71873-2 |
Table of Contents:
- PART I, In the Beginning.-1 Creating Computer Programs: An Epistemic Commitment
- 2 Historical Foundations
- 3 Modern AI and How We Got Here
- PART II, AI: Structures and Strategies for Complex Problem Solving
- 4 Symbol-Based AI and its Rationalist Presuppositions
- 5 Association and Connectionist Approaches to AI
- 6 Evolutionary Computation and Intelligence
- PART III, On Epistemology: Towards an Active, Pragmatic, Model-Revising Realism
- 7 A Constructivist Rapprochement and an Epistemic Stance
- 8 Bayesian-Based Constructivist Computational Models
- 9 Towards an Active, Pragmatic, Model-Revising Realism.-Bibliography
- Index.