Questions tagged [evaluation-functions]

For questions about evaluation functions in the context of search algorithms (and other AI subfields).

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Is this a good approach to evaluate the game state with a neural network?

I've written a Monte Carlo Tree Search player for the game of Castle (AKA Shithead, Shed, Palace...). I have set this MCTS player to play against a basic rule-based AI for ~30000 games and collected ~...
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What would happen if we set the evaluation function in the best-first search algorithm as the cost of paths taken to new nodes?

I am reading AI: A Modern Approach. In Chapter 3, Section 3.3.1, The best-first search algorithm is introduced. We learn that in each iteration, this algorithm chooses which node to expand based on ...
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How does the second phase of the evaluation function described in this article work?

I am trying to create an evaluation function for a general game player based on the research from this article An Automatically-Generated Evaluation Function in General Game Playing. I can't ...