quantrs2_core::qml::reinforcement_learning

Struct QuantumDQN

pub struct QuantumDQN { /* private fields */ }

Expand description

Quantum Deep Q-Network (QDQN) agent

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impl QuantumDQN

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pub fn new(config: QuantumRLConfig) -> QuantRS2Result<Self>

Create a new Quantum DQN agent

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pub fn select_action(&mut self, state: &Array1<f64>) -> QuantRS2Result<usize>

Select action using epsilon-greedy policy with quantum enhancement

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pub fn store_experience(&mut self, experience: Experience)

Store experience in replay buffer

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pub fn train(&mut self) -> QuantRS2Result<TrainingMetrics>

Train the agent using quantum advantage techniques

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pub fn end_episode(&mut self, _total_reward: f64)

End episode and update statistics

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pub fn get_statistics(&self) -> QLearningStats

Get training statistics

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impl UnwindSafe for QuantumDQN

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impl<T> Any for T
where T: 'static + ?Sized,

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Gets the TypeId of self. Read more

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fn borrow_mut(&mut self) -> &mut T

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impl<T> From<T> for T

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fn from(t: T) -> T

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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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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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