Artificial intelligence a modern approach
- Kuala Lumpur Pearson India Education Services Pvt. Ltd Pearson Malaysia Sdn. Bhd. 2020
- xviii, 1145 p. : ill. ; 30 cm.
Includes appendices, bibliographical references and index.
I. Artificial Intelligence. Intelligent Agents II. Problem-solving. Solving Problems by Searching. Informed Search Methods. Game Playing III. Knowledge and reasoning. Agents that Reason Logically. First-Order Logic. Building a Knowledge Base. Inference in First-Order Logic. Logical Reasoning Systems IV. Acting logically. Planning. Practical Planning. Planning and Acting V. Uncertain knowledge and reasoning. Uncertainty. Probabilistic Reasoning Systems. Making Simple Decisions. Making Complex Decisions VI. Learning. Learning from Observations. Learning in Neural and Belief Networks. Reinforcement Learning. Knowledge in Learning VII. Communicating, perceiving, and acting. Agents that Communicate. Practical Natural Language Processing. Perception. Robotics VIII. Conclusions. Philosophical Foundations. AI: Present and Future A Complexity analysis and O notation B Notes on Languages and Algorithms