QuantumRLConfig

quantrs2_core::qml::reinforcement_learning

Struct QuantumRLConfig 

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pub struct QuantumRLConfig {
Show 13 fields
    pub state_qubits: usize,
    pub action_qubits: usize,
    pub value_qubits: usize,
    pub learning_rate: f64,
    pub discount_factor: f64,
    pub exploration_rate: f64,
    pub exploration_decay: f64,
    pub min_exploration_rate: f64,
    pub replay_buffer_size: usize,
    pub batch_size: usize,
    pub circuit_depth: usize,
    pub use_quantum_advantage: bool,
    pub random_seed: Option<u64>,

}
Expand description

Configuration for quantum reinforcement learning

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§state_qubits: usize

Number of qubits for state representation

§action_qubits: usize

Number of qubits for action representation

§value_qubits: usize

Number of qubits for value function

§learning_rate: f64

Learning rate for policy optimization

§discount_factor: f64

Discount factor (gamma)

§exploration_rate: f64

Exploration rate (epsilon for epsilon-greedy)

§exploration_decay: f64

Exploration decay rate

§min_exploration_rate: f64

Minimum exploration rate

§replay_buffer_size: usize

Replay buffer size

§batch_size: usize

Batch size for training

§circuit_depth: usize

Number of circuit layers

§use_quantum_advantage: bool

Whether to use quantum advantage techniques

§random_seed: Option<u64>

Random seed for reproducibility

Trait Implementations§

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impl Clone for QuantumRLConfig

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fn clone(&self) -> QuantumRLConfig

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for QuantumRLConfig

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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 QuantumRLConfig

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for QuantumRLConfig

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for QuantumRLConfig

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

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