oa::DqnTrainer

Environment-neutral DQN update coordinator over caller-owned online and target modules, optimizer, and replay storage. It composes `ItTraining` for the exact optimizer lifecycle; it does not inherit a nominal trainer base.

ClC++ public headers

Public Methods

bool oa::DqnTrainer::isDone()

oa::Status oa::DqnTrainer::load(const oa::String & inPath)

const DqnTrainerMetrics & oa::DqnTrainer::metrics()

oa::Status oa::DqnTrainer::save(const oa::String & inPath)

oa::Status oa::DqnTrainer::syncTarget()

const oa::ItTraining & oa::DqnTrainer::trainingLoop()

oa::ItTraining & oa::DqnTrainer::trainingLoop()

oa::Status oa::DqnTrainer::update()

Static Public Methods

static oa::Result<oa::UniquePtr<DqnTrainer>> oa::DqnTrainer::create(oa::Engine & inEngine, oa::Module & inOnline, oa::Module & inTarget, oa::Optimizer & inOptimizer, ReplayBuffer & inReplay, const DqnTrainerConfig & inConfig)

Constructor & Destructor Documentation

void oa::DqnTrainer::~DqnTrainer()

No public source comment is attached to this declaration.

Public Method Documentation

bool oa::DqnTrainer::isDone()

No public source comment is attached to this declaration.

Returns

bool

The declared return value.

oa::Status oa::DqnTrainer::load(
	const oa::String & inPath
)

No public source comment is attached to this declaration.

Parameters

inPath

const oa::String &

—

Returns

oa::Status

The declared return value.

const DqnTrainerMetrics & oa::DqnTrainer::metrics()

No public source comment is attached to this declaration.

Returns

const DqnTrainerMetrics &

The declared return value.

oa::Status oa::DqnTrainer::save(
	const oa::String & inPath
)

No public source comment is attached to this declaration.

oa::Status

The declared return value.

static oa::Result<oa::UniquePtr<DqnTrainer>> oa::DqnTrainer::create(
	oa::Engine & inEngine,
	oa::Module & inOnline,
	oa::Module & inTarget,
	oa::Optimizer & inOptimizer,
	ReplayBuffer & inReplay,
	const DqnTrainerConfig & inConfig
)

No public source comment is attached to this declaration.

Parameters

inEngine

oa::Engine &

—

inOnline

oa::Module &

—

inTarget

oa::Module &

—

inOptimizer

oa::Optimizer &

—

inReplay

ReplayBuffer &

—

inConfig

const DqnTrainerConfig &

—

Returns

oa::Result<oa::UniquePtr<DqnTrainer>>

The declared return value.