pub struct ReinforcementLearningAgent {
pub agent_type: RLAgentType,
pub policy_network: NeuralNetwork,
pub value_network: NeuralNetwork,
pub replay_buffer: VecDeque<Experience>,
pub exploration_params: ExplorationParameters,
pub learning_stats: LearningStatistics,
}Expand description
Reinforcement learning agent for optimization
Fields§
§agent_type: RLAgentTypeAgent type
policy_network: NeuralNetworkPolicy network
value_network: NeuralNetworkValue network
replay_buffer: VecDeque<Experience>Experience replay buffer
exploration_params: ExplorationParametersExploration parameters
learning_stats: LearningStatisticsLearning statistics
Trait Implementations§
Auto Trait Implementations§
impl Freeze for ReinforcementLearningAgent
impl RefUnwindSafe for ReinforcementLearningAgent
impl Send for ReinforcementLearningAgent
impl Sync for ReinforcementLearningAgent
impl Unpin for ReinforcementLearningAgent
impl UnwindSafe for ReinforcementLearningAgent
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> IntoEither for T
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
self into a Left variant of Either<Self, Self>
if into_left is true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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.