scirs2_integrate::neural_rl_step_control

Struct NetworkWeights

pub struct NetworkWeights<F: IntegrateFloat> {
    pub layer1_weights: Array2<F>,
    pub layer1_biases: Array1<F>,
    pub layer2_weights: Array2<F>,
    pub layer2_biases: Array1<F>,
    pub advantage_weights: Array2<F>,
    pub advantage_biases: Array1<F>,
    pub value_weights: Array1<F>,
    pub value_bias: F,
}

Expand description

Network weights for the deep Q-network

Fields§

§layer1_weights: Array2<F>

Layer 1 weights (64 -> 128)

§layer1_biases: Array1<F>

Layer 1 biases

§layer2_weights: Array2<F>

Layer 2 weights (128 -> 64)

§layer2_biases: Array1<F>

Layer 2 biases

§advantage_weights: Array2<F>

Advantage stream weights (64 -> 32)

§advantage_biases: Array1<F>

Advantage biases

§value_weights: Array1<F>

State value weights (64 -> 1)

§value_bias: F

State value bias

Implementations§

Source §

impl<F: IntegrateFloat> NetworkWeights<F>

Source

pub fn new() -> IntegrateResult<Self>

Source

pub fn initialize_xavier(&mut self) -> IntegrateResult<()>

Trait Implementations§

Source §

impl<F: Clone + IntegrateFloat> Clone for NetworkWeights<F>

Source §

fn clone(&self) -> NetworkWeights<F>

Returns a duplicate of the value. Read more

1.0.0 · Source§

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

Performs copy-assignment from source. Read more

Source §

impl<F: Debug + IntegrateFloat> Debug for NetworkWeights<F>

Source §

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

§

impl<F> UnwindSafe for NetworkWeights<F>
where F: UnwindSafe + RefUnwindSafe,

Blanket Implementations§

Source §

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

Source §

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

Source §

impl<T> Borrow<T> for T
where T: ?Sized,

Source §

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

Source §

impl<T> BorrowMut<T> for T
where T: ?Sized,

Source §

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

Mutably borrows from an owned value. Read more

Source §

impl<T> CloneToUninit for T
where T: Clone,

Source §

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

Source §

impl<T> From<T> for T

Source §

fn from(t: T) -> T

Returns the argument unchanged.

Source §

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

Source §

fn into(self) -> U

Calls U::from(self).

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

Source §

impl<T> IntoEither for T

Source §

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

Source §

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

Source §