@woosh/meep-engine/src/engine/intelligence/mcts/MonteCarlo.d.ts

Pure JavaScript game engine. Fully featured and production ready.

/**
 * @template S
 * @author Alex Goldring
 * @copyright Company Named Limited (c) 2025
 */
export class MonteCarloTreeSearch<S> {
    /**
     *
     * @type {S}
     */
    rootState: S;
    /**
     *
     * @type {StateNode|null}
     */
    root: StateNode<any, any> | null;
    /**
     *
     * @type {function(state:S, source:StateNode):MoveEdge[]}
     */
    computeValidMoves: (arg0: state) => S;
    /**
     *
     * @type {function(state:S):StateType}
     */
    computeTerminalFlag: (arg0: state) => S;
    /**
     * Depth to which plays will be explored
     * @type {number}
     */
    maxExplorationDepth: number;
    /**
     *
     * @type {Function}
     */
    random: Function;
    /**
     * @param {S} rootState
     * @param {function(state:S, source:StateNode):MoveEdge[]} computeValidMoves
     * @param {function(state:S):StateType} computeTerminalFlag
     * @param {function(S):S} cloneState
     * @param {function(StateNode, S):number} heuristic Estimation function for evaluation of intermediate stated, guides exploration
     */
    initialize({ rootState, computeValidMoves, computeTerminalFlag, cloneState, heuristic }: S): void;
    cloneState: any;
    heuristic: any;
    /**
     *
     * @param {StateNode} node
     * @param {S} state
     * @returns {StateNode}
     */
    selectRandom(node: StateNode<any, any>, state: S): StateNode<any, any>;
    /**
     * Perform a playout from the root node
     * @returns {S} final state of the playout
     */
    playout(): S;
}
import { StateNode } from "./StateNode.js";
//# sourceMappingURL=MonteCarlo.d.ts.map