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RLConfig

oxirs_stream::reinforcement_learning

Struct RLConfig 

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pub struct RLConfig {
Show 13 fields
    pub algorithm: RLAlgorithm,
    pub learning_rate: f64,
    pub discount_factor: f64,
    pub epsilon: f64,
    pub epsilon_decay: f64,
    pub epsilon_min: f64,
    pub replay_buffer_size: usize,
    pub batch_size: usize,
    pub target_update_freq: usize,
    pub n_actions: usize,
    pub hidden_units: Vec<usize>,
    pub prioritized_replay: bool,
    pub ucb_c: f64,

}
Expand description

RL agent configuration

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§algorithm: RLAlgorithm

RL algorithm to use

§learning_rate: f64

Learning rate

§discount_factor: f64

Discount factor (gamma)

§epsilon: f64

Exploration rate (epsilon) for ε-greedy

§epsilon_decay: f64

Epsilon decay rate

§epsilon_min: f64

Minimum epsilon

§replay_buffer_size: usize

Experience replay buffer size

§batch_size: usize

Batch size for learning

§target_update_freq: usize

Target network update frequency (for DQN)

§n_actions: usize

Number of discrete actions (if applicable)

§hidden_units: Vec<usize>

Number of hidden units in neural network

§prioritized_replay: bool

Enable prioritized experience replay

§ucb_c: f64

UCB exploration constant

Trait Implementations§

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impl Clone for RLConfig

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fn clone(&self) -> RLConfig

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 RLConfig

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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 RLConfig

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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 RLConfig

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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 RLConfig

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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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