Title:
Algorithmic Intelligence Towards an Algorithmic Foundation for Artificial Intelligence
Author:
Edelkamp, Stefan. author.
ISBN:
9783319655963
Edition:
1st ed. 2023.
Physical Description:
XXV, 467 p. 173 illus., 90 illus. in color. online resource.
Contents:
Preface -- Towards a Characterization -- Part I, Basics -- 1. Programming Primer -- 2. Shortest Paths -- 3. Sorting -- 4. Deep Learning -- 5. Monte-Carlo Search -- Part II, Big Data -- 6. Graph data -- 7. Multimedia Data -- 8. Network Data -- 9. Image Data -- 10. Navigation Data -- Part III, Research Areas -- 11. Machine Learning -- 12. Problem Solving -- 13. Card Game Playing -- 14. Action Planning -- 15. General Game Playing -- 16. Multiagent Systems -- 17. Recommendation and Configuration Part IV, Applications -- 18. Adversarial Planning -- 19. Model Checking -- 20. Computational Biology -- 21. Logistics -- 22. Additive Manufacturing -- 23. Robot Motion Planning -- 24. Industrial Production -- 25. Further Application Areas. - Index and References.
Added Corporate Author:
Electronic Access:
https://doi.org/10.1007/978-3-319-65596-3Copies:
Available:*
Library | Material Type | Item Barcode | Shelf Number | Status | Item Holds |
|---|---|---|---|---|---|
Searching... | E-Book | 520422-1001 | XX(520422.1) | Searching... | Searching... |