MC
ENT-00002417 · Système IA

Monte Carlo Tree Search

Monte Carlo Tree Search is a AI system associated with AI research, classified in LXKeys.world as Specialized AI System.

Niveau V PersistantActifDocumenté
Fiche publique

Vue d’ensemble

Monte Carlo Tree Search is an AI model or research system associated with AI research. It is documented as search algorithm for decision processes and games.

Chronologie

  1. 2006First public appearance

    Monte Carlo Tree Search entered the documented public record in 2006. This event is retained at the precision supported by the Entry’s reviewed source history.

Capacités

AI-enabled task executionModel or workflow integrationInput/output transformationPublic system documentation

Limites connues

Model behavior depends on version, deployment settings and usage context.Capabilities should be interpreted through the linked model card, official documentation or research source.
Détail technique et structuré

Description technique

Structured LXKeys.world registry record for Monte Carlo Tree Search. Entity type: AI System; classification: Specialized AI System; creator/organization context: Rémi Coulom / AI researchers. Canonical source anchor: https://www.remi-coulom.fr/CG2006/. The record tracks source authority, first public appearance, timeline, capabilities, limitations, registry status and graph relationships. Automatic refresh is limited to sources explicitly classified as OFFICIAL and enabled for updates; documentary and research references remain non-authoritative unless reviewed.

Tags contrôlés

AI HistoryAlgorithmGame AIAI Algorithm
Graphe relationnel

Monte Carlo Tree Search

Ouvrir dans le graphe complet
Monte Carlo Tree Search
CréateurSortante
Rémi Coulom / AI researchers

Rémi Coulom / AI researchers is documented as creator, contributor or originating team for Monte Carlo Tree Search.

Organisation associéeSortante
AI research

AI research is the organization or institutional context associated with Monte Carlo Tree Search.

ClassificationSortante
AI Algorithm

Monte Carlo Tree Search is classified as AI Algorithm.

Couche lisible par machine

Données structurées de l’entrée pour les outils humains, les systèmes IA et les clients machine.

{
    "@context": [
        "https://schema.org",
        {
            "lxw": "https://lxkeys.world/schema/"
        }
    ],
    "@type": "Thing",
    "identifier": "ENT-00002417",
    "name": "Monte Carlo Tree Search",
    "alternateName": [],
    "additionalType": {
        "category": "AI Systems",
        "type": "AI System",
        "subtype": "",
        "lxkeysEntity": false
    },
    "description": "Monte Carlo Tree Search is a AI system associated with AI research, classified in LXKeys.world as Specialized AI System.",
    "creator": "Rémi Coulom / AI researchers",
    "url": "https://lxkeys.world/entry.php?id=ENT-00002417&lang=fr",
    "sameAs": "https://www.remi-coulom.fr/CG2006/",
    "image": "",
    "lxkeysWorld": {
        "worldId": "ENT-00002417",
        "kind": "AI Systems",
        "type": "AI System",
        "subtype": "",
        "classification": "Specialized AI System",
        "organization": "AI research",
        "originContext": "AI data and evaluation infrastructure",
        "firstPublicAppearance": "2006",
        "currentStatus": "Active",
        "documentationStatus": "Documented",
        "documentationIndex": {
            "total": 96,
            "documentation": 25,
            "evidence": 21,
            "structure": 25,
            "relationships": 25,
            "level": "Level V Persistent"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-17T01:33:48+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "updated_utc": "2026-06-17T01:33:48+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4"
        },
        "facts": [],
        "capabilities": [
            "AI-enabled task execution",
            "Model or workflow integration",
            "Input/output transformation",
            "Public system documentation"
        ],
        "limitations": [
            "Model behavior depends on version, deployment settings and usage context.",
            "Capabilities should be interpreted through the linked model card, official documentation or research source."
        ],
        "tags": [
            "AI History",
            "Algorithm",
            "Game AI",
            "AI Algorithm"
        ],
        "timeline": [
            {
                "date": "2006",
                "title": "First public appearance",
                "description": "Monte Carlo Tree Search entered the documented public record in 2006. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://en.wikipedia.org/wiki/Monte_Carlo_tree_search",
                "verification_status": "source_backed_curated_baseline"
            }
        ],
        "relationships": [
            {
                "target": "Rémi Coulom / AI researchers",
                "type": "Creator",
                "description": "Rémi Coulom / AI researchers is documented as creator, contributor or originating team for Monte Carlo Tree Search.",
                "evidence_level": "documentary"
            },
            {
                "target": "AI research",
                "type": "Associated organization",
                "description": "AI research is the organization or institutional context associated with Monte Carlo Tree Search.",
                "evidence_level": "documentary"
            },
            {
                "target": "AI Algorithm",
                "type": "Classification",
                "description": "Monte Carlo Tree Search is classified as AI Algorithm.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Curated canonical source",
                "url": "https://www.remi-coulom.fr/CG2006/",
                "source_type": "Official Source",
                "verification_status": "verified",
                "authority": "OFFICIAL",
                "role": "primary",
                "update_enabled": true,
                "authority_basis": "curated-corpus-refresh-2026-09-08"
            },
            {
                "label": "Official documentation",
                "url": "https://en.wikipedia.org/wiki/Monte_Carlo_tree_search",
                "source_type": "Reference Source",
                "verification_status": "verified",
                "authority": "SECONDARY",
                "role": "reference",
                "update_enabled": false,
                "authority_basis": "curated-corpus-refresh-2026-09-08"
            }
        ],
        "canonical": [],
        "imageMeta": []
    }
}
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