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RLComponentsMarker

burn_train

Struct RLComponentsMarker 

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pub struct RLComponentsMarker<B, 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<B, E, EI, A> RLComponentsTypes for RLComponentsMarker<B, E, EI, A>
where B: AutodiffBackend, E: Environment + 'static, EI: EnvironmentInit<E> + Send + 'static, A: PolicyLearner<B> + Send + 'static, A::TrainContext: ItemLazy + Clone + Send, A::InnerPolicy: Policy<B> + Send, <A::InnerPolicy as Policy<B>>::Observation: Batchable + Clone + Send, <A::InnerPolicy as Policy<B>>::ActionDistribution: Batchable + Clone + Send, <A::InnerPolicy as Policy<B>>::Action: Batchable + Clone + Send, <A::InnerPolicy as Policy<B>>::ActionContext: ItemLazy + Clone + Send + 'static, <A::InnerPolicy as Policy<B>>::PolicyState: Clone + Send, E::State: Into<<A::InnerPolicy as Policy<B>>::Observation> + Clone + Send + 'static, E::Action: From<<A::InnerPolicy as Policy<B>>::Action> + Into<<A::InnerPolicy as Policy<B>>::Action> + Clone + Send + 'static,

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type Backend = B

The backend used for training.
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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<B>>::InnerPolicy

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

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

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

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

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

The state of the parameterized policy.
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type TrainingOutput = <A as PolicyLearner<B>>::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<B, E, EI, A> Freeze for RLComponentsMarker<B, E, EI, A>

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

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

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

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

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impl<B, E, EI, A> UnsafeUnpin for RLComponentsMarker<B, E, EI, A>

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

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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<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, 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.