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This third edition comprehensively captures the cutting-edge research achievements of AI. Topics are thoroughly revised and updated, presenting the latest techniques and strategies to address the impending challenges facing computer scientists today. The useful reference text benefits professionals, academics, researchers, senior and graduate students in the information field and related tertiary specialties.
Preface.
About the Author.
Acknowledgments.
Introduction.
Logic Foundation.
Causal Reasoning.
Game Theory.
Statistical Learning.
Deep Learning.
Reinforcement Learning.
Transfer Learning.
Federated Learning.
Artificial General Intelligence.
Crowd Computing.
Artificial Intelligence for Science.
Bibliography.
Index