Artificial intelligence
| Permalink: | http://skupni.nsk.hr/Record/fer.KOHA-OAI-FER:36829/TOC |
|---|---|
| Glavni autor: | Russell, Stuart J. (-) |
| Ostali autori: | Norvig, Peter (-) |
| Vrsta građe: | Knjiga |
| Jezik: | eng |
| Impresum: |
Upper Saddle River, N.J. :
Prentice Hall,
c2003.
|
| Izdanje: | 2nd ed |
| Nakladnička cjelina: |
Prentice Hall series in artificial intelligence.
|
| Predmet: |
Sadržaj:
- I.
- Artificial Intelligence
- 1.
- Introduction
- 2.
- Intelligent Agents
- II.
- Problem-solving
- 3.
- Solving Problems by Searching
- 4.
- Informed Search and Exploration
- 5.
- Constraint Satisfaction Problems
- 6.
- Adversarial Search
- III.
- Knowledge and reasoning
- 7.
- Logical Agents
- 8.
- First-Order Logic
- 9.
- Inference in First-Order Logic
- 10.
- Knowledge Representation
- IV.
- Planning
- 11.
- Planning
- 12.
- Planning and Acting in the Real World
- V.
- Uncertain knowledge and reasoning
- 13.
- Uncertainty
- 14.
- Probabilistic Reasoning
- 15.
- Probabilistic Reasoning over Time
- 16.
- Making Simple Decisions
- 17.
- Making Complex Decisions
- VI.
- Learning
- 18.
- Learning from Observations
- 19.
- Knowledge in Learning
- 20.
- Statistical Learning Methods
- 21.
- Reinforcement Learning
- VII.
- Communicating, perceiving, and acting
- 22.
- Communication
- 23.
- Probabilistic Language Processing
- 24.
- Perception
- 25.
- Robotics
- VIII.
- Conclusions
- 26.
- Philosophical Foundations
- 27.
- AI: Present and Future
- A.
- Mathematical background
- B.
- Notes on Languages and Algorithms.