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KortexyaKortexyaReasoning Layer SDK

Interface: RlTrainRequest

@kortexya/reasoninglayer

@kortexya/reasoninglayer / RlTrainRequest

Interface: RlTrainRequest

Section titled “Interface: RlTrainRequest”

Defined in: src/types/rl-training.ts:133

Request to start an RL training run.

Properties

Section titled “Properties”

conversationConfig?

Section titled “conversationConfig?”

optional conversationConfig?: ConversationTrainingConfigDto | null

Defined in: src/types/rl-training.ts:135

Configuration for conversation-based training (when environmentName starts with "conversation").

curiosityBonusAmount?

Section titled “curiosityBonusAmount?”

optional curiosityBonusAmount?: number

Defined in: src/types/rl-training.ts:136

enableAutoCurriculum?

Section titled “enableAutoCurriculum?”

optional enableAutoCurriculum?: boolean

Defined in: src/types/rl-training.ts:137

enableCognitiveCycle?

Section titled “enableCognitiveCycle?”

optional enableCognitiveCycle?: boolean

Defined in: src/types/rl-training.ts:138

enableCuriosityBonus?

Section titled “enableCuriosityBonus?”

optional enableCuriosityBonus?: boolean

Defined in: src/types/rl-training.ts:139

enableDeliberationScaling?

Section titled “enableDeliberationScaling?”

optional enableDeliberationScaling?: boolean

Defined in: src/types/rl-training.ts:140

enableExpertGating?

Section titled “enableExpertGating?”

optional enableExpertGating?: boolean

Defined in: src/types/rl-training.ts:141

enableImaginationLearning?

Section titled “enableImaginationLearning?”

optional enableImaginationLearning?: boolean

Defined in: src/types/rl-training.ts:142

enableNeuralDqn?

Section titled “enableNeuralDqn?”

optional enableNeuralDqn?: boolean

Defined in: src/types/rl-training.ts:143

enableOntologicalGrounding?

Section titled “enableOntologicalGrounding?”

optional enableOntologicalGrounding?: boolean

Defined in: src/types/rl-training.ts:144

enablePlasticitySchedule?

Section titled “enablePlasticitySchedule?”

optional enablePlasticitySchedule?: boolean

Defined in: src/types/rl-training.ts:145

enableSelfPlay?

Section titled “enableSelfPlay?”

optional enableSelfPlay?: boolean

Defined in: src/types/rl-training.ts:146

enableStateEncoder?

Section titled “enableStateEncoder?”

optional enableStateEncoder?: boolean

Defined in: src/types/rl-training.ts:147

enableWorldModel?

Section titled “enableWorldModel?”

optional enableWorldModel?: boolean

Defined in: src/types/rl-training.ts:148

encodingDim?

Section titled “encodingDim?”

optional encodingDim?: number

Defined in: src/types/rl-training.ts:149

environmentName

Section titled “environmentName”

environmentName: string

Defined in: src/types/rl-training.ts:150

expertGateEntropyCoefficient?

Section titled “expertGateEntropyCoefficient?”

optional expertGateEntropyCoefficient?: number

Defined in: src/types/rl-training.ts:151

expertGateLearningRate?

Section titled “expertGateLearningRate?”

optional expertGateLearningRate?: number

Defined in: src/types/rl-training.ts:152

expertGateTemperature?

Section titled “expertGateTemperature?”

optional expertGateTemperature?: number

Defined in: src/types/rl-training.ts:153

hiddenDim?

Section titled “hiddenDim?”

optional hiddenDim?: number

Defined in: src/types/rl-training.ts:154

maxStepsPerEpisode?

Section titled “maxStepsPerEpisode?”

optional maxStepsPerEpisode?: number

Defined in: src/types/rl-training.ts:155

numEpisodes

Section titled “numEpisodes”

numEpisodes: number

Defined in: src/types/rl-training.ts:156

persistWeights?

Section titled “persistWeights?”

optional persistWeights?: boolean

Defined in: src/types/rl-training.ts:162

Enable saving/loading DQN weights for persistence across restarts. Requires enableNeuralDqn. The persisted policy is downloadable/uploadable via getPolicyWeights() / putPolicyWeights().

rlConfig?

Section titled “rlConfig?”

optional rlConfig?: RlPolicyConfigDto | null

Defined in: src/types/rl-training.ts:163

selfPlayExchangeMode?

Section titled “selfPlayExchangeMode?”

optional selfPlayExchangeMode?: string

Defined in: src/types/rl-training.ts:164

selfPlayNumAgents?

Section titled “selfPlayNumAgents?”

optional selfPlayNumAgents?: number

Defined in: src/types/rl-training.ts:165

selfPlayNumRounds?

Section titled “selfPlayNumRounds?”

optional selfPlayNumRounds?: number

Defined in: src/types/rl-training.ts:166

selfPlayQualityThreshold?

Section titled “selfPlayQualityThreshold?”

optional selfPlayQualityThreshold?: number

Defined in: src/types/rl-training.ts:167

selfPlaySocialObservation?

Section titled “selfPlaySocialObservation?”

optional selfPlaySocialObservation?: boolean

Defined in: src/types/rl-training.ts:168

tenantId

Section titled “tenantId”

tenantId: string

Defined in: src/types/rl-training.ts:169