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I'm not aware of anyone running a setup of everything that AlphaZero does, minus the Policy Network, and reporting on how well it worked, so I don't think I can provide a definitive 100% certain answer. My intuition says that it would "work" in the sense that it could still produce a very strong agent, but I suspect it could be slower to train and/...


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The solution approach for the linked work Mastering the game of Go with deep neural networks and tree search is not only valid for the game Go but can also be used for other games, e.g. chess. The policy network has the task to learn the rules of the game and is then improved only with the help of the value network by focusing on winning games. If I ...


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