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AgentEnvBaseLoop

burn_train

Struct AgentEnvBaseLoop 

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pub struct AgentEnvBaseLoop<B: Backend, RLC: RLComponentsTypes> { /* private fields */ }
Available on crate feature rl only.
Expand description

A simple, synchronized agent/environement interface.

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impl<B: Backend, RLC: RLComponentsTypes> AgentEnvBaseLoop<B, RLC>

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pub fn new( env_init: RLC::EnvInit, agent: RLC::Policy, eval: bool, deterministic: bool, ) -> Self

Create a new base runner.

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impl<BT, RLC> AgentEnvLoop<BT, RLC> for AgentEnvBaseLoop<BT, RLC>
where BT: Backend, RLC: RLComponentsTypes,

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fn run_steps( &mut self, num_steps: usize, processor: &mut RLEventProcessorType<RLC>, interrupter: &Interrupter, progress: &mut Progress, ) -> Vec<TimeStep<BT, <RLC as RLComponentsTypes>::State, <RLC as RLComponentsTypes>::Action, <RLC as RLComponentsTypes>::ActionContext>>

Run a certain number of timesteps. Read more
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fn update_policy(&mut self, update: RLC::PolicyState)

Update the runner’s agent.
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fn run_episodes( &mut self, num_episodes: usize, processor: &mut RLEventProcessorType<RLC>, interrupter: &Interrupter, progress: &mut Progress, ) -> Vec<Trajectory<BT, <RLC as RLComponentsTypes>::State, <RLC as RLComponentsTypes>::Action, <RLC as RLComponentsTypes>::ActionContext>>

Run a certain number of episodes. Read more
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fn policy(&self) -> RLC::PolicyState

Get the state of the runner’s agent.

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impl<B, RLC> Freeze for AgentEnvBaseLoop<B, RLC>
where <RLC as RLComponentsTypes>::Env: Freeze, <RLC as RLComponentsTypes>::Policy: Freeze,

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impl<B, RLC> RefUnwindSafe for AgentEnvBaseLoop<B, RLC>
where <RLC as RLComponentsTypes>::Env: RefUnwindSafe, <RLC as RLComponentsTypes>::Policy: RefUnwindSafe, B: RefUnwindSafe,

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impl<B, RLC> Send for AgentEnvBaseLoop<B, RLC>
where <RLC as RLComponentsTypes>::Env: Send,

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impl<B, RLC> Sync for AgentEnvBaseLoop<B, RLC>
where <RLC as RLComponentsTypes>::Env: Sync, <RLC as RLComponentsTypes>::Policy: Sync,

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impl<B, RLC> Unpin for AgentEnvBaseLoop<B, RLC>
where <RLC as RLComponentsTypes>::Env: Unpin, <RLC as RLComponentsTypes>::Policy: Unpin, B: Unpin,

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impl<B, RLC> UnsafeUnpin for AgentEnvBaseLoop<B, RLC>
where <RLC as RLComponentsTypes>::Env: UnsafeUnpin, <RLC as RLComponentsTypes>::Policy: UnsafeUnpin,

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impl<B, RLC> UnwindSafe for AgentEnvBaseLoop<B, RLC>
where <RLC as RLComponentsTypes>::Env: UnwindSafe, <RLC as RLComponentsTypes>::Policy: UnwindSafe, B: 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.