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|a Hitzler, P.
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|a Neuro-Symbolic Artificial Intelligence
|h [electronic resource].
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|a :
|b IOS Press, Incorporated,
|c 2022.
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| 300 |
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|a 1 online resource (410 p.).
|
| 490 |
1 |
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|a Frontiers in Artificial Intelligence and Applications Ser. ;
|v v.342
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| 500 |
|
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|a Description based upon print version of record.
|
| 505 |
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|a Intro -- Title Page -- Preface: The 3rd AI wave is coming, and it needs a theory -- Introduction -- Contents -- Chapter 1. Neural-Symbolic Learning and Reasoning: A Survey and Interpretation -- Chapter 2. Symbolic Reasoning in Latent Space: Classical Planning as an Example -- Chapter 3. Logic Meets Learning: From Aristotle to Neural Networks -- Chapter 4. Graph Reasoning Networks and Applications -- Chapter 5. Answering Natural-Language Questions with Neuro-Symbolic Knowledge Bases -- Chapter 6. Tractable Boolean and Arithmetic Circuits -- Chapter 7. Neuro-Symbolic AI = Neural + Logical + Probabilistic AI -- Chapter 8. A Constraint-Based Approach to Learning and Reasoning -- Chapter 9. Spike-Based Symbolic Computations on Bit Strings and Numbers -- Chapter 10. Explainable Neuro-Symbolic Hierarchical Reinforcement Learning -- Chapter 11. Neuro-Symbolic Semantic Reasoning -- Chapter 12. Learning Reasoning Strategies in End-to-End Differentiable Proving -- Chapter 13. Generalizable Neuro-Symbolic Systems for Commonsense Question Answering -- Chapter 14. Combining Probabilistic Logic and Deep Learning for Self-Supervised Learning -- Chapter 15. Human-Centered Concept Explanations for Neural Networks -- Chapter 16. Abductive Learning -- Chapter 17. Logic Tensor Networks: Theory and Applications -- Author Index.
|
| 590 |
|
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|a ProQuest Ebook Central
|b Ebook Central Academic Complete
|
| 650 |
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|a Artificial intelligence.
|
| 650 |
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|a Computational intelligence.
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| 650 |
|
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|a Neural computers.
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| 650 |
|
7 |
|a artificial intelligence.
|2 aat
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| 700 |
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|a Sarker, M. K.
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|i Print version:
|a Hitzler, P.
|t Neuro-Symbolic Artificial Intelligence: the State of the Art
|d : IOS Press, Incorporated,c2022
|z 9781643682440
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| 830 |
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