SDM'Studio

Class sdm::TabularQValueBackup

Class List > sdm > TabularQValueBackup

  • #include <tabular_qvalue_backup.hpp>

Inherits the following classes: sdm::QValueBackupInterface

Public Functions

Type Name
TabularQValueBackup ()
TabularQValueBackup (std::shared_ptr< ExperienceMemory > experience_memory, std::shared_ptr< QValueFunction<>> q_value_table, std::shared_ptr< QValueFunction<>> target_q_value_table, double discount)
virtual std::shared_ptr< Action > getGreedyAction (const std::shared_ptr< State > & state, number t)
virtual double getValueAt (const std::shared_ptr< State > & state, number t)
virtual double update (number t)
virtual ~TabularQValueBackup ()

Public Functions inherited from sdm::QValueBackupInterface

See sdm::QValueBackupInterface

Type Name
virtual std::shared_ptr< Action > getGreedyAction (const std::shared_ptr< State > & state, number t) = 0
virtual double getValueAt (const std::shared_ptr< State > & state, number t) = 0
virtual double update (number t) = 0

Protected Attributes

Type Name
double discount_
std::shared_ptr< ExperienceMemory > experience_memory_
std::shared_ptr< QValueFunction<> > q_value_table_
std::shared_ptr< QValueFunction<> > target_q_value_table_

Public Functions Documentation

function TabularQValueBackup [1/2]

sdm::TabularQValueBackup::TabularQValueBackup ()

function TabularQValueBackup [2/2]

sdm::TabularQValueBackup::TabularQValueBackup (
    std::shared_ptr< ExperienceMemory > experience_memory,
    std::shared_ptr< QValueFunction <>> q_value_table,
    std::shared_ptr< QValueFunction <>> target_q_value_table,
    double discount
)

function getGreedyAction

virtual std::shared_ptr< Action > sdm::TabularQValueBackup::getGreedyAction (
    const std::shared_ptr< State > & state,
    number t
)

Parameters:

  • const std::shared_ptr<State>& state : current state
  • number t : time step

Returns:

Implements sdm::QValueBackupInterface::getGreedyAction

function getValueAt

virtual double sdm::TabularQValueBackup::getValueAt (
    const std::shared_ptr< State > & state,
    number t
)

Parameters:

  • const std::shared_ptr<State>& state : current state
  • number t : time step

Returns:

Implements sdm::QValueBackupInterface::getValueAt

function update

virtual double sdm::TabularQValueBackup::update (
    number t
)

Parameters:

  • number t : time step

Returns:

Implements sdm::QValueBackupInterface::update

function ~TabularQValueBackup

virtual sdm::TabularQValueBackup::~TabularQValueBackup ()

Protected Attributes Documentation

variable discount_

double sdm::TabularQValueBackup::discount_;

variable experience_memory_

std::shared_ptr<ExperienceMemory> sdm::TabularQValueBackup::experience_memory_;

variable q_value_table_

std::shared_ptr<QValueFunction<> > sdm::TabularQValueBackup::q_value_table_;

variable target_q_value_table_

std::shared_ptr<QValueFunction<> > sdm::TabularQValueBackup::target_q_value_table_;

The documentation for this class was generated from the following file src/sdm/utils/value_function/backup/tabular_qvalue_backup.hpp