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RLStats

oxirs_stream::reinforcement_learning

Struct RLStats 

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pub struct RLStats {
    pub total_steps: u64,
    pub total_episodes: u64,
    pub avg_reward_per_episode: f64,
    pub current_epsilon: f64,
    pub total_reward: f64,
    pub avg_q_value: f64,
    pub avg_loss: f64,
}
Expand description

RL Agent statistics

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§total_steps: u64

Total steps taken

§total_episodes: u64

Total episodes completed

§avg_reward_per_episode: f64

Average reward per episode

§current_epsilon: f64

Current epsilon (exploration rate)

§total_reward: f64

Total reward accumulated

§avg_q_value: f64

Average Q-value

§avg_loss: f64

Loss (for neural network methods)

Trait Implementations§

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impl Clone for RLStats

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fn clone(&self) -> RLStats

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 RLStats

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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 RLStats

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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 RLStats

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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 RLStats

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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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