Artificial intelligence: A modern approach
Publication details: Hoboken: Pearson, 2001.Edition: 4th edDescription: 1288 p. bib., & ind. 25 cm x 20 cmISBN:- 978-9356063570
- 006.3 RUS
| Item type | Current library | Call number | Materials specified | Status | Date due | Barcode |
|---|---|---|---|---|---|---|
| Books | KEIC | 006.3 RUS (Browse shelf(Opens below)) | Checked out | 02/05/2025 | 23730 |
Recommended By: Ashutosh Dutt
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Artificial intelligence. Introduction ; Intelligent agents
Problem-solving. Solving problems by searching ; Search in complex environments ; Constraint satisfaction problems ; Adversarial search and games
Knowledge, reasoning, and planning. Logical agents ; First-order logic ; Inference in first-order logic ; Knowledge representation ; Automated planning
Uncertain knowledge and reasoning. Quantifying uncertainty ; Probabilistic reasoning ; Probabilistic reasoning over time ; Making simple decisions ; Making complex decisions ; Multiagent decision making
Machine learning. Learning from examples ; Knowledge in learning ; Learning probabilistic models ; Deep learning ; Reinforcement learning
Communicating, perceiving, and acting. Natural language processing ; Deep learning for natural language processing ; Robotics ; Computer vision
Conclusion. Philosophy, ethics, and safety of AI ; The future of AI
Appendix A. Mathematical background
Appendix B. Notes on languages and algorithms
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