globals.md

ReImproveJS

Globals /

ReImproveJS

Index

Enumerations

• LayerType
• TeachingState

Classes

• AbstractAgent
• Academy
• ConvolutionalNeuralNetwork
• DQAgent
• DataSource
• LearningDataLogger
• Memory
• Model
• NeuralNetwork
• QAction
• QAgent
• QMatrix
• QState
• QTransition
• Result
• Teacher
• TypedWindow

Interfaces

• AcademyConfig
• AcademyStepInput
• AgentConfig
• AgentTrackingInformation
• BuildAgentConfig
• ConvolutionalLayer
• ConvolutionalNetworkLayer
• DQAgentConfig
• DenseLayer
• DropoutLayer
• FlattenLayer
• GraphEdge
• GraphNode
• Layer
• LayerConfig
• MaxPooling2DLayer
• Memento
• MementoTensor
• MemoryConfig
• NeuralNetworkLayer
• QActionData
• QAgentConfig
• QStateData
• TeacherTrackingInformation
• TeachingConfig
• ToTfLayerConfig

Variables

• HIST_WINDOW_MIN_SIZE
• HIST_WINDOW_SIZE
• MEM_WINDOW_MIN_SIZE

Functions

• getColor

Object literals

• DEFAULT_ACADEMY_CONFIG
• DEFAULT_AGENT_CONFIG
• DEFAULT_LAYER_CONFIG
• DEFAULT_MODEL_FIT_CONFIG
• DEFAULT_QAGENT_CONFIG
• DEFAULT_TEACHING_CONFIG

Variables

Const HIST_WINDOW_MIN_SIZE

● HIST_WINDOW_MIN_SIZE: 0 = 0

Defined in reimprove/algorithms/deepq/dqagent.ts:11

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Const HIST_WINDOW_SIZE

● HIST_WINDOW_SIZE: 100 = 100

Defined in reimprove/algorithms/deepq/dqagent.ts:10

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Const MEM_WINDOW_MIN_SIZE

● MEM_WINDOW_MIN_SIZE: 2 = 2

Defined in reimprove/algorithms/deepq/dqagent.ts:9

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Functions

getColor

▸ getColor(value: number): string

Defined in reimprove/algorithms/q/qmatrix.ts:205

Parameters:

Name	Type
value	number

Returns: string

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Object literals

Const DEFAULT_ACADEMY_CONFIG

■ DEFAULT_ACADEMY_CONFIG: object

Defined in reimprove/academy.ts:8

agentsLogs

● agentsLogs: false = false

Defined in reimprove/academy.ts:10

memoryLogs

● memoryLogs: false = false

Defined in reimprove/academy.ts:11

parentLogsElement

● parentLogsElement: null = null

Defined in reimprove/academy.ts:9

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Const DEFAULT_AGENT_CONFIG

■ DEFAULT_AGENT_CONFIG: object

Defined in reimprove/algorithms/abstract_agent.ts:5

Defined in reimprove/algorithms/deepq/dqagent.ts:13

batchSize

● batchSize: number = 32

Defined in reimprove/algorithms/deepq/dqagent.ts:15

memorySize

● memorySize: number = 30000

Defined in reimprove/algorithms/abstract_agent.ts:6

Defined in reimprove/algorithms/deepq/dqagent.ts:14

temporalWindow

● temporalWindow: number = 1

Defined in reimprove/algorithms/deepq/dqagent.ts:16

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Const DEFAULT_LAYER_CONFIG

■ DEFAULT_LAYER_CONFIG: object

Defined in reimprove/model.ts:31

activation

● activation: string = "relu"

Defined in reimprove/model.ts:33

units

● units: number = 32

Defined in reimprove/model.ts:32

useBias

● useBias: false = false

Defined in reimprove/model.ts:34

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Const DEFAULT_MODEL_FIT_CONFIG

■ DEFAULT_MODEL_FIT_CONFIG: object

Defined in reimprove/model.ts:7

epochs

● epochs: number = 10

Defined in reimprove/model.ts:8

stepsPerEpoch

● stepsPerEpoch: number = 200

Defined in reimprove/model.ts:9

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Const DEFAULT_QAGENT_CONFIG

■ DEFAULT_QAGENT_CONFIG: object

Defined in reimprove/algorithms/q/qagent.ts:7

createMatrixDynamically

● createMatrixDynamically: false = false

Defined in reimprove/algorithms/q/qagent.ts:8

dataHash

● dataHash: null = null

Defined in reimprove/algorithms/q/qagent.ts:9

gamma

● gamma: number = 0.9

Defined in reimprove/algorithms/q/qagent.ts:10

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Const DEFAULT_TEACHING_CONFIG

■ DEFAULT_TEACHING_CONFIG: object

Defined in reimprove/teacher.ts:5

alpha

● alpha: number = 1

Defined in reimprove/teacher.ts:13

epsilon

● epsilon: number = 1

Defined in reimprove/teacher.ts:9

epsilonDecay

● epsilonDecay: number = 0.95

Defined in reimprove/teacher.ts:11

epsilonMin

● epsilonMin: number = 0.05

Defined in reimprove/teacher.ts:10

gamma

● gamma: number = 0.9

Defined in reimprove/teacher.ts:12

lessonLength

● lessonLength: number = 1000

Defined in reimprove/teacher.ts:6

lessonsQuantity

● lessonsQuantity: number = 30

Defined in reimprove/teacher.ts:7

lessonsWithRandom

● lessonsWithRandom: number = 2

Defined in reimprove/teacher.ts:8

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