Artificial intelligence : with an introduction to machine learning - Neapolitan, Richard E.; Jiang, Xia , 1967- (Boca Raton, Flourida : Taylor & Francis Group,LLC, 2018)
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
Keywords: Artificial intelligence