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MctsConfig

simple_mcts

Struct MctsConfig 

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pub struct MctsConfig<F: SelectionFunction, S: ScoreTransformer> { /* private fields */ }
Expand description

Configuration for the MCTS batch manager.

Contains the hyperparameters and functions required to run the selection and backpropagation phases.

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impl<F: SelectionFunction, S: ScoreTransformer> MctsConfig<F, S>

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pub fn new(c: f32, selection_function: F, score_transformer: S) -> Self

Creates a new configuration for the MCTS engine.

§Arguments
  • c - The exploration hyperparameter (often sqrt(2)).
  • selection_function - The heuristic used to select nodes (e.g., UCB1 or PUCT).
  • score_transformer - The function applied to scores during backpropagation.
§Returns

A new MctsConfig instance.

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impl<F: Debug + SelectionFunction, S: Debug + ScoreTransformer> Debug for MctsConfig<F, S>

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl<F, S> Freeze for MctsConfig<F, S>
where F: Freeze, S: Freeze,

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impl<F, S> RefUnwindSafe for MctsConfig<F, S>
where F: RefUnwindSafe, S: RefUnwindSafe,

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impl<F, S> Send for MctsConfig<F, S>
where F: Send, S: Send,

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impl<F, S> Sync for MctsConfig<F, S>
where F: Sync, S: Sync,

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impl<F, S> Unpin for MctsConfig<F, S>
where F: Unpin, S: Unpin,

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impl<F, S> UnsafeUnpin for MctsConfig<F, S>
where F: UnsafeUnpin, S: UnsafeUnpin,

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impl<F, S> UnwindSafe for MctsConfig<F, S>
where F: UnwindSafe, S: UnwindSafe,

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.