scirs2_integrate::neural_rl_step_control

Struct TrainingConfiguration

pub struct TrainingConfiguration {
    pub learning_rate: f64,
    pub discount_factor: f64,
    pub epsilon: f64,
    pub epsilon_decay: f64,
    pub epsilon_min: f64,
    pub target_update_frequency: usize,
    pub batch_size: usize,
    pub train_frequency: usize,
    pub tau: f64,
    pub priority_alpha: f64,
    pub priority_beta: f64,
    pub nstep: usize,
}

Expand description

Training configuration for the RL agent

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§learning_rate: f64

Learning rate for neural network

§discount_factor: f64

Discount factor (gamma)

§epsilon: f64

Exploration rate (epsilon)

§epsilon_decay: f64

Epsilon decay rate

§epsilon_min: f64

Minimum epsilon

§target_update_frequency: usize

Target network update frequency

§batch_size: usize

Batch size for training

§train_frequency: usize

Training frequency (train every N steps)

§tau: f64

Soft update parameter (tau)

§priority_alpha: f64

Prioritized replay alpha

§priority_beta: f64

Prioritized replay beta

§nstep: usize

Multi-step learning horizon

Trait Implementations§

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impl Clone for TrainingConfiguration

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fn clone(&self) -> TrainingConfiguration

Returns a duplicate of the value. Read more

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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

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impl Debug for TrainingConfiguration

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

Formats the value using the given formatter. Read more

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impl Default for TrainingConfiguration

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fn default() -> Self

Returns the “default value” for a type. Read more

Auto Trait Implementations§

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impl UnwindSafe for TrainingConfiguration

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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> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. 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 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> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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