Struct QuantumRLAgent 

pub struct QuantumRLAgent {
    pub policy_network: QuantumNeuralNetwork,
    pub value_network: Option<QuantumNeuralNetwork>,
    pub config: QRLConfig,
    pub experience_buffer: Vec<Experience>,
    pub stats: QRLStats,
}

Quantum Reinforcement Learning Agent

Fields

policy_network: QuantumNeuralNetwork

Policy network

value_network: Option<QuantumNeuralNetwork>

Value network (for actor-critic)

config: QRLConfig

Agent configuration

experience_buffer: Vec<Experience>

Experience replay buffer

stats: QRLStats

Training statistics

Implementations

impl QuantumRLAgent

pub fn new(config: QRLConfig) -> QmlResult<Self>

Create a new Quantum RL Agent

pub fn select_action( &self, state: &[f64], rng: &mut ChaCha8Rng, ) -> QmlResult<usize>

Select action using current policy

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

Store experience in replay buffer

pub fn train(&mut self) -> QmlResult<()>

Train the agent using stored experiences

Trait Implementations

impl Clone for QuantumRLAgent

fn clone(&self) -> QuantumRLAgent

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for QuantumRLAgent

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

Formats the value using the given formatter.