ipfrs_tensorlogic::reinforcement_learning_agent

Struct AgentConfig

pub struct AgentConfig {
    pub algorithm: AlgorithmType,
    pub policy: AgentPolicy,
    pub alpha: f64,
    pub gamma: f64,
    pub lambda: f64,
    pub replay_capacity: usize,
    pub batch_size: usize,
}

Expand description

Full configuration for super::ReinforcementLearningAgent.

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§algorithm: AlgorithmType

Learning algorithm.

§policy: AgentPolicy

Exploration / action-selection policy.

§alpha: f64

Learning rate α ∈ (0, 1].

§gamma: f64

Discount factor γ ∈ [0, 1].

§lambda: f64

Eligibility-trace decay λ ∈ [0, 1].

§replay_capacity: usize

Replay buffer capacity.

§batch_size: usize

Mini-batch size for experience replay sampling.

Trait Implementations§

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impl Clone for AgentConfig

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fn clone(&self) -> AgentConfig

Returns a duplicate of the value. Read more

1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

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impl Debug for AgentConfig

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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impl Default for AgentConfig

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fn default() -> Self

Returns the “default value” for a type. Read more

Auto Trait Implementations§

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impl UnwindSafe for AgentConfig

Blanket Implementations§

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impl<T> Allocation for T
where T: RefUnwindSafe + Send + Sync,

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impl<T> Any for T
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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> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

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impl<T> From<T> for T

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Returns the argument unchanged.

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

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

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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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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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