AgentEnvBaseLoop

burn::train

Struct AgentEnvBaseLoop 

pub struct AgentEnvBaseLoop<B, RLC>
where
    B: Backend,
    RLC: RLComponentsTypes,
{ /* private fields */ }
Expand description

A simple, synchronized agent/environement interface.

Implementations§

§

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

pub fn new( env_init: <RLC as RLComponentsTypes>::EnvInit, agent: <RLC as RLComponentsTypes>::Policy, eval: bool, deterministic: bool, ) -> AgentEnvBaseLoop<B, RLC>

Create a new base runner.

Trait Implementations§

§

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

§

fn run_steps( &mut self, num_steps: usize, processor: &mut AsyncProcessorTraining<RLEvent<<RLC as RLComponentsTypes>::TrainingOutput, <RLC as RLComponentsTypes>::ActionContext>, AgentEvaluationEvent<<RLC as RLComponentsTypes>::ActionContext>>, 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
§

fn update_policy(&mut self, update: <RLC as RLComponentsTypes>::PolicyState)

Update the runner’s agent.
§

fn run_episodes( &mut self, num_episodes: usize, processor: &mut AsyncProcessorTraining<RLEvent<<RLC as RLComponentsTypes>::TrainingOutput, <RLC as RLComponentsTypes>::ActionContext>, AgentEvaluationEvent<<RLC as RLComponentsTypes>::ActionContext>>, 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
§

fn policy(&self) -> <RLC as RLComponentsTypes>::PolicyState

Get the state of the runner’s agent.

Auto Trait Implementations§

§

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

§

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

§

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

§

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

§

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

§

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

Blanket Implementations§

§

impl<T> Adaptor<()> for T

§

fn adapt(&self)

Adapt the type to be passed to a metric.
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
§

impl<T> Downcast<T> for T

§

fn downcast(&self) -> &T

Source§

impl<T> From<T> for T

Source§

fn from(t: T) -> T

Returns the argument unchanged.

§

impl<T> Instrument for T

§

fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided [Span], returning an Instrumented wrapper. Read more
§

fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more
Source§

impl<T, U> Into<U> 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.

§

impl<T> IntoComptime for T

§

fn comptime(self) -> Self

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
§

impl<T> Pointable for T

§

const ALIGN: usize

The alignment of pointer.
§

type Init = T

The type for initializers.
§

unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
§

unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
§

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
§

unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
Source§

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

Source§

type Error = Infallible

The type returned in the event of a conversion error.
Source§

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
Source§

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

Source§

type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
Source§

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
§

impl<T> Upcast<T> for T

§

fn upcast(&self) -> Option<&T>

§

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

§

fn vzip(self) -> V

§

impl<T> WithSubscriber for T

§

fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a [WithDispatch] wrapper. Read more
§

fn with_current_subscriber(self) -> WithDispatch<Self>

Attaches the current default Subscriber to this type, returning a [WithDispatch] wrapper. Read more
§

impl<T> WasmNotSend for T
where T: Send,

§

impl<T> WasmNotSendSync for T
where T: WasmNotSend + WasmNotSync,

§

impl<T> WasmNotSync for T
where T: Sync,