qagent.md

ReImproveJS

Globals / QAgent /

Class: QAgent

Hierarchy

• AbstractAgent

  • QAgent

Index

Constructors

• constructor

Properties

• agentConfig
• currentState
• history
• lossOnAlreadyVisited
• previousTransition
• qmatrix

Accessors

• AgentConfig
• CurrentState
• History
• Name
• QMatrix

Methods

• finalState
• getStatesGraph
• getTrackingInformation
• infer
• isPerforming
• learn
• reset
• restart
• setAgentConfig
• setLossOnAlreadyVisitedState
• updateMatrix
• bestAction

Constructors

constructor

+ new QAgent(config: QAgentConfig, qmatrix?: QMatrix, name?: string): QAgent

Overrides AbstractAgent.constructor

Defined in reimprove/algorithms/q/qagent.ts:20

Parameters:

Name	Type
config	QAgentConfig
qmatrix?	QMatrix
name?	string

Returns: QAgent

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Properties

Protected agentConfig

● agentConfig: AgentConfig

Inherited from AbstractAgent.agentConfig

Defined in reimprove/algorithms/abstract_agent.ts:10

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Private currentState

● currentState: QState

Defined in reimprove/algorithms/q/qagent.ts:17

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Private history

● history: Array<QTransition>

Defined in reimprove/algorithms/q/qagent.ts:15

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Private lossOnAlreadyVisited

● lossOnAlreadyVisited: boolean

Defined in reimprove/algorithms/q/qagent.ts:20

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Private previousTransition

● previousTransition: QTransition

Defined in reimprove/algorithms/q/qagent.ts:16

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Private qmatrix

● qmatrix: QMatrix

Defined in reimprove/algorithms/q/qagent.ts:19

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Accessors

AgentConfig

● get AgentConfig(): QAgentConfig

Overrides AbstractAgent.AgentConfig

Defined in reimprove/algorithms/q/qagent.ts:138

Returns: QAgentConfig

● set AgentConfig(config: QAgentConfig): void

Overrides AbstractAgent.AgentConfig

Defined in reimprove/algorithms/q/qagent.ts:142

Parameters:

Name	Type
config	QAgentConfig

Returns: void

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CurrentState

● get CurrentState(): QState

Defined in reimprove/algorithms/q/qagent.ts:134

Returns: QState

● set CurrentState(state: QState): void

Defined in reimprove/algorithms/q/qagent.ts:130

Parameters:

Name	Type
state	QState

Returns: void

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History

● get History(): QTransition[]

Defined in reimprove/algorithms/q/qagent.ts:126

Returns: QTransition[]

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Name

● get Name(): string

Inherited from AbstractAgent.Name

Defined in reimprove/algorithms/abstract_agent.ts:19

Returns: string

● set Name(name: string): void

Inherited from AbstractAgent.Name

Defined in reimprove/algorithms/abstract_agent.ts:20

Parameters:

Name	Type
name	string

Returns: void

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QMatrix

● get QMatrix(): QMatrix

Defined in reimprove/algorithms/q/qagent.ts:118

Returns: QMatrix

● set QMatrix(qmatrix: QMatrix): void

Defined in reimprove/algorithms/q/qagent.ts:122

Parameters:

Name	Type
qmatrix	QMatrix

Returns: void

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Methods

finalState

▸ finalState(reward: number, state?: QState): void

Defined in reimprove/algorithms/q/qagent.ts:101

Parameters:

Name	Type
reward	number
state?	QState

Returns: void

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getStatesGraph

▸ getStatesGraph(): object

Defined in reimprove/algorithms/q/qagent.ts:146

Returns: object

• edges: GraphEdge[]

• nodes: GraphNode[]

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getTrackingInformation

▸ getTrackingInformation(): AgentTrackingInformation

Overrides AbstractAgent.getTrackingInformation

Defined in reimprove/algorithms/q/qagent.ts:54

Returns: AgentTrackingInformation

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infer

▸ infer(): QTransition

Overrides AbstractAgent.infer

Defined in reimprove/algorithms/q/qagent.ts:63

Returns: QTransition

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isPerforming

▸ isPerforming(): boolean

Defined in reimprove/algorithms/q/qagent.ts:72

Returns: boolean

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learn

▸ learn(data?: QStateData): void

Defined in reimprove/algorithms/q/qagent.ts:76

Parameters:

Name	Type
data?	QStateData

Returns: void

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reset

▸ reset(): void

Overrides AbstractAgent.reset

Defined in reimprove/algorithms/q/qagent.ts:150

Returns: void

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restart

▸ restart(): void

Defined in reimprove/algorithms/q/qagent.ts:58

Returns: void

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Protected setAgentConfig

▸ setAgentConfig(config: AgentConfig): void

Inherited from AbstractAgent.setAgentConfig

Defined in reimprove/algorithms/abstract_agent.ts:17

Parameters:

Name	Type
config	AgentConfig

Returns: void

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setLossOnAlreadyVisitedState

▸ setLossOnAlreadyVisitedState(toggle: boolean): void

Defined in reimprove/algorithms/q/qagent.ts:154

Parameters:

Name	Type
toggle	boolean

Returns: void

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updateMatrix

▸ updateMatrix(data: QStateData): void

Defined in reimprove/algorithms/q/qagent.ts:84

Parameters:

Name	Type
data	QStateData

Returns: void

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Static Private bestAction

▸ bestAction(...values: QTransition[]): QTransition

Defined in reimprove/algorithms/q/qagent.ts:106

Parameters:

Name	Type
...values	QTransition[]

Returns: QTransition

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