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RLComponentsMarker

burn_train

Struct RLComponentsMarker 

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pub struct RLComponentsMarker<E, EI, A> { /* private fields */ }
Available on crate feature rl only.
Expand description

Concrete type that implements the RLComponentsTypes trait.

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impl<E, EI, A> RLComponentsTypes for RLComponentsMarker<E, EI, A>
where E: Environment + 'static, EI: EnvironmentInit<E> + Send + 'static, A: PolicyLearner + Send + 'static, <A as PolicyLearner>::Record: Checkpoint, A::TrainContext: ItemLazy + Clone + Send, A::InnerPolicy: Policy + Send, <A::InnerPolicy as Policy>::Observation: Batchable + Clone + Send, <A::InnerPolicy as Policy>::ActionDistribution: Batchable + Clone + Send, <A::InnerPolicy as Policy>::Action: Batchable + Clone + Send, <A::InnerPolicy as Policy>::ActionContext: ItemLazy + Clone + Send + 'static, <A::InnerPolicy as Policy>::PolicyState: Clone + Send, <<A::InnerPolicy as Policy>::PolicyState as PolicyState>::Record: Checkpoint, E::State: ToObservation<<A::InnerPolicy as Policy>::Observation> + Clone + Send + 'static, E::Action: From<<A::InnerPolicy as Policy>::Action> + ToAction<<A::InnerPolicy as Policy>::Action> + Clone + Send + 'static,

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type Env = E

The learning environment.
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type EnvInit = EI

Specifies how to initialize the environment.
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type LearningAgent = A

The learning agent.
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type Policy = <A as PolicyLearner>::InnerPolicy

The policy used to take actions in the environment.
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type PolicyObs = <<A as PolicyLearner>::InnerPolicy as Policy>::Observation

The policy’s observation type.
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type PolicyAD = <<A as PolicyLearner>::InnerPolicy as Policy>::ActionDistribution

The policy’s action distribution type.
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type PolicyAction = <<A as PolicyLearner>::InnerPolicy as Policy>::Action

The policy’s action type.
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type ActionContext = <<A as PolicyLearner>::InnerPolicy as Policy>::ActionContext

Additional data as context for an agent’s action.
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type PolicyState = <<A as PolicyLearner>::InnerPolicy as Policy>::PolicyState

The state of the parameterized policy.
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type TrainingOutput = <A as PolicyLearner>::TrainContext

The output data of a training step.
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type State = <E as Environment>::State

The type of the environment state.
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type Action = <E as Environment>::Action

The type of the environment action.

Auto Trait Implementations§

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impl<E, EI, A> Freeze for RLComponentsMarker<E, EI, A>
where PhantomData<E>: Freeze, PhantomData<EI>: Freeze, PhantomData<A>: Freeze,

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impl<E, EI, A> RefUnwindSafe for RLComponentsMarker<E, EI, A>
where PhantomData<E>: RefUnwindSafe, PhantomData<EI>: RefUnwindSafe, PhantomData<A>: RefUnwindSafe,

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impl<E, EI, A> Send for RLComponentsMarker<E, EI, A>
where PhantomData<E>: Send, PhantomData<EI>: Send, PhantomData<A>: Send,

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impl<E, EI, A> Sync for RLComponentsMarker<E, EI, A>
where PhantomData<E>: Sync, PhantomData<EI>: Sync, PhantomData<A>: Sync,

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impl<E, EI, A> Unpin for RLComponentsMarker<E, EI, A>
where PhantomData<E>: Unpin, PhantomData<EI>: Unpin, PhantomData<A>: Unpin,

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impl<E, EI, A> UnsafeUnpin for RLComponentsMarker<E, EI, A>
where PhantomData<E>: UnsafeUnpin, PhantomData<EI>: UnsafeUnpin, PhantomData<A>: UnsafeUnpin,

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impl<E, EI, A> UnwindSafe for RLComponentsMarker<E, EI, A>
where PhantomData<E>: UnwindSafe, PhantomData<EI>: UnwindSafe, PhantomData<A>: UnwindSafe,

Blanket Implementations§

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impl<T> Adaptor<()> for T

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fn adapt(&self)

Adapt the type to be passed to a metric.
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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<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

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impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

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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> 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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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
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unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
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unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
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impl<T> Read<Exclusive, BecauseExclusive> for T
where T: ?Sized,

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

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type Error = !

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

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.