Struct RLComponentsMarker 

pub struct RLComponentsMarker<B, E, EI, A> { /* private fields */ }

Concrete type that implements the RLComponentsTypes trait.

Trait Implementations

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 as PolicyLearner<B>>::TrainContext: ItemLazy + Clone + Send, <A as PolicyLearner<B>>::InnerPolicy: Policy<B> + Send, <<A as PolicyLearner<B>>::InnerPolicy as Policy<B>>::Observation: Batchable + Clone + Send, <<A as PolicyLearner<B>>::InnerPolicy as Policy<B>>::ActionDistribution: Batchable + Clone + Send, <<A as PolicyLearner<B>>::InnerPolicy as Policy<B>>::Action: Batchable + Clone + Send, <<A as PolicyLearner<B>>::InnerPolicy as Policy<B>>::ActionContext: ItemLazy + Clone + Send + 'static, <<A as PolicyLearner<B>>::InnerPolicy as Policy<B>>::PolicyState: Clone + Send, <E as Environment>::State: Into<<<A as PolicyLearner<B>>::InnerPolicy as Policy<B>>::Observation> + Clone + Send + 'static, <E as Environment>::Action: From<<<A as PolicyLearner<B>>::InnerPolicy as Policy<B>>::Action> + Into<<<A as PolicyLearner<B>>::InnerPolicy as Policy<B>>::Action> + Clone + Send + 'static,

type Backend = B

The backend used for training.

type Env = E

The learning environment.

type EnvInit = EI

Specifies how to initialize the environment.

type LearningAgent = A

The learning agent.

type Policy = <A as PolicyLearner<B>>::InnerPolicy

The policy used to take actions in the environment.

type PolicyObs = <<A as PolicyLearner<B>>::InnerPolicy as Policy<B>>::Observation

The policy’s observation type.

type PolicyAD = <<A as PolicyLearner<B>>::InnerPolicy as Policy<B>>::ActionDistribution

The policy’s action distribution type.

type PolicyAction = <<A as PolicyLearner<B>>::InnerPolicy as Policy<B>>::Action

The policy’s action type.

type ActionContext = <<A as PolicyLearner<B>>::InnerPolicy as Policy<B>>::ActionContext

Additional data as context for an agent’s action.

type PolicyState = <<A as PolicyLearner<B>>::InnerPolicy as Policy<B>>::PolicyState

The state of the parameterized policy.

type TrainingOutput = <A as PolicyLearner<B>>::TrainContext

The output data of a training step.

type State = <E as Environment>::State

The type of the environment state.

type Action = <E as Environment>::Action

The type of the environment action.