Enum RLAlgorithm 

pub enum RLAlgorithm {
    QLearning,
    DQN,
    SARSA,
    ActorCritic,
    REINFORCE,
    PPO,
    UCB,
    ThompsonSampling,
    EpsilonGreedy,
}

Reinforcement learning algorithm types

Variants

QLearning

Q-Learning (discrete actions)

DQN

Deep Q-Network

SARSA

SARSA (on-policy TD)

ActorCritic

Actor-Critic

REINFORCE

REINFORCE (policy gradient)

PPO

Proximal Policy Optimization

UCB

Multi-Armed Bandit (UCB)

ThompsonSampling

Thompson Sampling

EpsilonGreedy

Epsilon-Greedy Bandit

Trait Implementations

impl Clone for RLAlgorithm

fn clone(&self) -> RLAlgorithm

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Copy for RLAlgorithm

impl Debug for RLAlgorithm

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for RLAlgorithm

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Eq for RLAlgorithm

impl PartialEq for RLAlgorithm

fn eq(&self, other: &RLAlgorithm) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for RLAlgorithm

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for RLAlgorithm