Struct ReinforcementLearningAgent 

pub struct ReinforcementLearningAgent { /* private fields */ }

Reinforcement Learning Agent for I/O optimization

Implementations

impl ReinforcementLearningAgent

pub fn new() -> Self

Create a new RL agent

pub fn choose_action(&mut self, state: &str) -> String

Choose action using epsilon-greedy policy

pub fn update_q_value( &mut self, state: &str, action: &str, reward: f32, nextstate: &str, )

Update Q-values based on reward

pub fn get_learning_stats(&self) -> ReinforcementLearningStats

Get current learning statistics

Trait Implementations

impl Clone for ReinforcementLearningAgent

fn clone(&self) -> ReinforcementLearningAgent

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ReinforcementLearningAgent

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

Formats the value using the given formatter.

impl Default for ReinforcementLearningAgent

fn default() -> Self

Returns the “default value” for a type.