ml-q-learning/lib/memory/memory.interface.d.ts

Library implementing the q-learning algorithm and several exploration algorithms.

import { ITrainingInfo, IAIDocument } from "../q-learning-agent";
export interface IMemoryAdapter {
    size(): Promise<number>;
    setState(stateSerialized: string, actionsStats: number[]): Promise<void>;
    setStateBulk(states: [string, number[]][]): Promise<void>;
    hasState(stateSerialized: string): Promise<boolean>;
    getState(stateSerialized: string): Promise<number[]>;
    setInfo(info: ITrainingInfo): Promise<void>;
    hasInfo(): Promise<boolean>;
    getInfo(): Promise<ITrainingInfo>;
    restore(content: IAIDocument): Promise<void>;
    backup(): Promise<IAIDocument>;
}