SOLUTIONS & INSTRUCTOR MANUAL for Artificial Intelligence: A Modern Approach, 4th Edition by Peter Norvig and Stuart Russell ISBN-10 1292401133 ISBN-13 978-1292401133. 585 Pages.

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SOLUTIONS & INSTRUCTOR MANUAL for Artificial Intelligence: A Modern Approach, 4th Edition by Peter Norvig and Stuart Russell ISBN-10 1292401133 ISBN-13 978-1292401133. 585 Pages. TABLE OF CONTENTS... I Artificial Intelligence     1 Introduction ... 1     2 Intelligent Agents ... 36 II Problem-solving     3 Solving Problems by Searching ... 63     4 Search in Complex Environments ... 110     5 Adversarial Search and Games ... 146     6 Constraint Satisfaction Problems ... 180 III Knowledge, reasoning, and planning     7 Logical Agents ... 208     8 First-Order Logic ... 251     9 Inference in First-Order Logic ... 280     10 Knowledge Representation ... 314     11 Automated Planning ... 344 IV Uncertain knowledge and reasoning     12 Quantifying Uncertainty ... 385     13 Probabilistic Reasoning ... 412     14 Probabilistic Reasoning over Time ... 461     15 Probabilistic Programming ... 500     16 Making Simple Decisions ... 528     17 Making Complex Decisions ... 562     18 Multiagent Decision Making ... 599 V Machine Learning     19 Learning from Examples ... 651     20 Learning Probabilistic Models ... 721     21 Deep Learning ... 750     22 Reinforcement Learning ... 789 VI Communicating, perceiving, and acting     23 Natural Language Processing ... 823     24 Deep Learning for Natural Language Processing ... 856     25 Computer Vision ... 881     26 Robotics ... 925 VII Conclusions     27 Philosophy, Ethics, and Safety of AI ... 981     28 The Future of AI ... 1012     Appendix A: Mathematical Background ... 1023     Appendix B: Notes on Languages and Algorithms ... 1030 [Show More]

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