Artificial intelligence : with an introduction to machine learning
| Main Authors: | , |
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| Format: | Book |
| Language: | English |
| Edition: | Second edition |
| Series: | Chapman & Hall/CRC artificial intelligence and robotics series
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| Subjects: |
Table of Contents:
- 1. Introduction to artificial intelligence
- Part 1: Logical intelligence
- 2. Propositional logic
- 3. First - order logic
- 4. Certain knowledge representation
- 5. Learning deterministic models
- Part 2: Probabilistic intelligence
- 6. Probability
- 7. Uncertain knowledge representation
- 8. Advanced properties of bayesian networks
- 9. Decision analysis
- 10. Learning probabilistic model parameters
- 11. Learning probabilistics model structure
- 13. Unsupervised learning and reinforcement learning
- Part 3: Emergent intelligence
- 13. Evolutionary computation
- 14. Swarm intelligence
- Part 4: Neural intelligence
- 15. Neural networks and deep learning