Serialized Form

Package com.github.chen0040.rl.actionselection

Class com.github.chen0040.rl.actionselection.AbstractActionSelectionStrategy extends Object implements Serializable

Serialized Fields

prototype

String prototype

attributes

HashMap<K,V> attributes

Class com.github.chen0040.rl.actionselection.EpsilonGreedyActionSelectionStrategy extends AbstractActionSelectionStrategy implements Serializable

Serialized Fields

random

Random random

Class com.github.chen0040.rl.actionselection.GibbsSoftMaxActionSelectionStrategy extends AbstractActionSelectionStrategy implements Serializable

Serialized Fields

random

Random random

Class com.github.chen0040.rl.actionselection.GreedyActionSelectionStrategy extends AbstractActionSelectionStrategy implements Serializable

Class com.github.chen0040.rl.actionselection.SoftMaxActionSelectionStrategy extends AbstractActionSelectionStrategy implements Serializable

Serialized Fields

random

Random random

Package com.github.chen0040.rl.learning.actorcritic

Class com.github.chen0040.rl.learning.actorcritic.ActorCriticAgent extends Object implements Serializable

Serialized Fields

learner

ActorCriticLearner learner

currentState

int currentState

prevState

int prevState

prevAction

int prevAction

Class com.github.chen0040.rl.learning.actorcritic.ActorCriticLambdaLearner extends ActorCriticLearner implements Serializable

Serialized Fields

e

Matrix e

lambda

double lambda

traceUpdateMode

EligibilityTraceUpdateMode traceUpdateMode

Class com.github.chen0040.rl.learning.actorcritic.ActorCriticLearner extends Object implements Serializable

Serialized Fields

P

QModel P

actionSelectionStrategy

ActionSelectionStrategy actionSelectionStrategy

Package com.github.chen0040.rl.learning.qlearn

Class com.github.chen0040.rl.learning.qlearn.QAgent extends Object implements Serializable

Serialized Fields

learner

QLearner learner

currentState

int currentState

prevState

int prevState

prevAction

int prevAction

action taken at prevState

Class com.github.chen0040.rl.learning.qlearn.QLambdaLearner extends QLearner implements Serializable

Serialized Fields

lambda

double lambda

e

Matrix e

traceUpdateMode

EligibilityTraceUpdateMode traceUpdateMode

Class com.github.chen0040.rl.learning.qlearn.QLearner extends Object implements Serializable

Serialized Fields

model

QModel model

actionSelectionStrategy

ActionSelectionStrategy actionSelectionStrategy

Package com.github.chen0040.rl.learning.rlearn

Class com.github.chen0040.rl.learning.rlearn.RAgent extends Object implements Serializable

Serialized Fields

learner

RLearner learner

currentState

int currentState

currentAction

int currentAction

currentValue

double currentValue

Class com.github.chen0040.rl.learning.rlearn.RLearner extends Object implements Serializable

Serialized Fields

model

QModel model

actionSelectionStrategy

ActionSelectionStrategy actionSelectionStrategy

rho

double rho

beta

double beta

Package com.github.chen0040.rl.learning.sarsa

Class com.github.chen0040.rl.learning.sarsa.SarsaAgent extends Object implements Serializable

Serialized Fields

learner

SarsaLearner learner

currentState

int currentState

currentAction

int currentAction

prevState

int prevState

prevAction

int prevAction

Class com.github.chen0040.rl.learning.sarsa.SarsaLambdaLearner extends SarsaLearner implements Serializable

Serialized Fields

lambda

double lambda

e

Matrix e

traceUpdateMode

EligibilityTraceUpdateMode traceUpdateMode

Class com.github.chen0040.rl.learning.sarsa.SarsaLearner extends Object implements Serializable

Serialized Fields

model

QModel model

actionSelectionStrategy

ActionSelectionStrategy actionSelectionStrategy

Package com.github.chen0040.rl.models

Class com.github.chen0040.rl.models.UtilityModel extends Object implements Serializable

Serialized Fields

U

Vec U

stateCount

int stateCount

actionCount

int actionCount

Package com.github.chen0040.rl.utils

Class com.github.chen0040.rl.utils.Matrix extends Object implements Serializable

Serialized Fields

rows

HashMap<K,V> rows

rowCount

int rowCount

columnCount

int columnCount

defaultValue

double defaultValue

Class com.github.chen0040.rl.utils.Vec extends Object implements Serializable

Serialized Fields

data

HashMap<K,V> data

dimension

int dimension

defaultValue

double defaultValue

id

int id