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

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

import { IMemoryAdapter } from "./memory";
import { IStep, IState } from "./q-learning-agent";
export interface IQLearningAgent<TAction = any> {
    replayMemory: [string, number, number][];
    episode: number;
    trained: boolean;
    actions: TAction[];
    memory: IMemoryAdapter;
    learningRate: number;
    discountFactor: number;
    play(state: IState): Promise<IStep<TAction>>;
    reward(step: IStep<TAction>, reward: number): void;
    learn(): Promise<void>;
}