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Lädt ... Game Changer: AlphaZero's Groundbreaking Chess Strategies and the Promise of AI (2019)von Matthew Sadler
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Melde dich bei LibraryThing an um herauszufinden, ob du dieses Buch mögen würdest. Keine aktuelle Diskussion zu diesem Buch. So those of us who care were already told that AlphaZero taught itself to play Chess by playing lots of games against itself. And this book tells us the same thing OVER and OVER again. What AlphaZero looked for while it was playing all those games, what information it saved and how it used that information to make its timely move choices is entirely missing. (Saying that the program likes open files, open diagonals, and well posted knights is virtually meaningless. We all like those things, but at what cost?) This book is much more like any game collection that features a single chessmaster except that AlphaZero's opponent is (nearly?) always Stockfish. Some (many?) of the games have already been published and analyzed. The analysis in Game Changer is interesting and presented with clear diagrams. It's a chess book. But if you want real information about AI and neural networks I think you need to look elsewhere. Zeige 2 von 2 keine Rezensionen | Rezension hinzufügen
"It took AlphaZero only a few hours of self-learning to become the chess player that shocked the world. The artificial intelligence system, created by DeepMind, had been fed nothing but the rules of the Royal Game when it beat the world's strongest chess engine in a prolonged match. The selection of ten games published in December 2017 created a worldwide sensation: how was it possible to play in such a brilliant and risky style and not lose a single game against an opponent of superhuman strength? For Game Changer, Matthew Sadler and Natasha Regan investigated more than two thousand previously unpublished games by AlphaZero. They also had unparalleled access to its team of developers and were offered a unique look 'under the bonnet' to grasp the depth and breadth of AlphaZero's search. Sadler and Regan reveal its thinking process and tell the story of the human motivation and the techniques that created AlphaZero. Game Changer also presents a collection of lucidly explained chess games of astonishing quality. Both professionals and club players will improve their game by studying AlphaZero's stunning discoveries in every field that matters: opening preparation, piece mobility, initiative, attacking techniques, long-term sacrifices and much more. The story of AlphaZero has a wider impact. Game Changer offers intriguing insights into the opportunities and horizons of Artificial Intelligence. Not just in solving games, but in providing solutions for a wide variety of challenges in society." -- Keine Bibliotheksbeschreibungen gefunden. |
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Google Books — Lädt ... GenresMelvil Decimal System (DDC)794.1The arts Recreational and performing arts Indoor games of skill; board games ChessKlassifikation der Library of Congress [LCC] (USA)BewertungDurchschnitt:
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Some AI research concerns machine learning in a defined problem-space, like learning to play Go, but a lot is (even in its inspiration) about seeking to realise animal capacities mechanically. Many AI researchers and their philosophical commentators say that the next hurdles for AI are creativity and subjective experience (understanding the last in terms of the folk-psychology described phenomenal characteristics of mental states). Work, for instance, has modelled in IA neural networks for human mindreading and 'theory of mind'. I'm not sure we're thinking of the same thing by 'folk psychology'. I get the idea you're imagining something like, 'everyone outside of the village has it in for me', while I only mean e.g. 'I was worried you wouldn't get home in time for supper'. Do you really want, in how we talk to each other, 'I was worried you wouldn't get home in time for supper', to be replaced with '[an exhaustive account of my brain-states before you got home e.g. memories of your arriving late; memories and projections of the food getting burnt and going cold, memories of subsequent arguments; sensory inputs; arousal and attentional states; the circuitry for conditioned responses, their sharpening and inhibition; the activation of task-focused modules, time-measurement modules, etc. etc. etc.]--all specified scientifically in close-grained neurological detail? It seems unlikely. Unlikely we will ever talk like that, and unlikely people will see the need to.
You know the mass displaces water, but the crow might just think it a tool that raises the food to the level of her beak. ( )