pub struct QLearningMitigationAgent {
pub q_table: HashMap<String, HashMap<MitigationAction, f64>>,
pub learning_rate: f64,
pub discount_factor: f64,
pub exploration_rate: f64,
pub experience_buffer: VecDeque<Experience>,
pub stats: RLTrainingStats,
}Expand description
Reinforcement learning agent for mitigation strategy selection
Fields§
§q_table: HashMap<String, HashMap<MitigationAction, f64>>Q-table for state-action values
learning_rate: f64Learning rate
discount_factor: f64Discount factor
exploration_rate: f64Exploration rate
experience_buffer: VecDeque<Experience>Experience replay buffer
stats: RLTrainingStatsTraining statistics
Trait Implementations§
Source§impl Clone for QLearningMitigationAgent
impl Clone for QLearningMitigationAgent
Source§fn clone(&self) -> QLearningMitigationAgent
fn clone(&self) -> QLearningMitigationAgent
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreAuto Trait Implementations§
impl Freeze for QLearningMitigationAgent
impl RefUnwindSafe for QLearningMitigationAgent
impl Send for QLearningMitigationAgent
impl Sync for QLearningMitigationAgent
impl Unpin for QLearningMitigationAgent
impl UnwindSafe for QLearningMitigationAgent
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
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impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
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if into_left is true.
Converts self into a Right variant of Either<Self, Self>
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left(&self) returns true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§impl<T> Pointable for T
impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.