Screen LibraryAdvanced artificial intelligence /
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| Main Authors: | |
|---|---|
| Published: |
World Scientific,
|
| Publisher Address: | Singapore : |
| Publication Dates: | [2020] |
| Literature type: | Book |
| Language: | English |
| Edition: | Second edition. |
| Series: |
Series on intelligence science ;
volume 4 |
| Subjects: | |
| Carrier Form: | xxi, 571 pages : illustrations ; 26 cm. |
| Bibliography: | Includes bibliographical references (pages 547-561) and indexes. |
| ISBN: |
9789811200878 9811200874 |
| Index Number: | Q335 |
| CLC: | TP18 |
| Call Number: | TP18/S555-1/2nd ed. |
| Contents: | 1. Introduction -- 2. Logic foundation -- 3. Constraint reasoning -- 4. Bayesian network -- 5. Probabilistic graphic models -- 6. Case-based reasoning -- 7. Inductive learning -- 8. Statistical learning -- 9. Deep learning -- 10. Reinforcement learning -- 11. Unsupervised learning -- 12. Association rules -- 13. Evolutionary computation -- 14. Multi-agent systems -- 15. Internet intelligence. |