4 votes

How can I design and train a neural network to play a card game (similar to Magic: The Gathering)?

I think you raise a good question, especially WRT to how the NNs inputs & outputs are mapped onto the mechanics of a card game like MtG where the available actions vary greatly with context. I ...
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3 votes

How can I design and train a neural network to play a card game (similar to Magic: The Gathering)?

This is completely feasible, but the way the inputs are mapped would greatly depend on the type of card game, and how it's played. I'll take into account a few possibilities: Does time matter in ...
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  • 156
2 votes

How can I design and train a neural network to play a card game (similar to Magic: The Gathering)?

You would definitely want your network to know crucial information about the game, like what cards AI agent has(their values and types), mana pool, how many cards on the table and their values, number ...
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  • 276
1 vote

Could a good poker-playing AI be made that didn't look at its own cards?

If the AI does not know its own cards, it only has less knowledge and is therefore at a disadvantage. The AI could only act on the basis of the other players' play, while they know their own cards and ...
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1 vote

How should I write the reward function to teach the agent the rules of this card game?

I would recommend having the reward as the increase to score caused by adding the card in the chosen location. You could optionally include calculations based on partial rows for pairs, three-of-a-...
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1 vote

How can I design and train a neural network to play a card game (similar to Magic: The Gathering)?

I'm not sure if or how I would apply neural networks to make selections with cards, which have a complex synergy. How could I design and train a neural network for this game, such that it can take ...
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