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S'està carregant… Artificial Intelligence: A Modern Approach (edició 2022)de Stuart Russell (Autor), Peter Norvig
Informació de l'obraArtificial Intelligence: A Modern Approach de Stuart J. Russell
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Apunta't a LibraryThing per saber si aquest llibre et pot agradar. No hi ha cap discussió a Converses sobre aquesta obra. not bad for an intro: simple math, minimal jargon and pretty organized ( ) I had to read this as part of my Artificial Intelligence course in Georgia Tech's Online Master's in Computer Science program, and as an AI textbook it was excellent. It provides detailed, and easy to follow, algorithms ranging from minimax and alpha-beta to Bayes Nets, Hidden Markov Models, A*, Neural Nets, and plenty more. I did not read every page of this book, but I can attest that I would not have done nearly as well in my course without it and if I need to look up an AI algo, I'll turn here first to read what Russell and Norvig have to say first and then check other resources. The now-standard AI textbook, this offers an overview and some detail on classic AI (automated reasoning and theorem proving, planning, and expert systems) as well as an introduction to statistical techniques (machine learning and neural networks, probabilistic and fuzzy models, modern NLP methods). The Situated Agents approach unifies the book loosely, but it doesn't present a grand unified theory of agents, instead emphasizing the bricolage approach common in the real world. The web site, http://aima.cs.berkeley.edu/ , is also an excellent resource. Sense ressenyes | afegeix-hi una ressenya
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Referències a aquesta obra en fonts externes. Wikipedia en anglès (31)Artificial Intelligence is the study of how to build or program computers to enable them to do what minds can do. This volume discusses the ways in which computational ideas and computer modeling can aid our understanding of human and animal minds. Major theoretical approaches are outlined, as well as some promising recent developments. Fundamental philosophical questions are discussed along with topics such as: the differences between symbolic and connectionist AI, planning and problem solving, knowledge representation, learning, expert systems, vision, natural language, creativity, and human-computer interaction. This volume is suitable for any psychologist, philosopher, or computer scientist wanting to know the current state of the art in this area of cognitive science. No s'han trobat descripcions de biblioteca. |
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Google Books — S'està carregant… GèneresClassificació Decimal de Dewey (DDC)006.3Information Computing and Information Special Topics Artificial IntelligenceLCC (Clas. Bibl. Congrés EUA)ValoracióMitjana:
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