TD
ENT-00002091 · Système IA

TD-Gammon

TD-Gammon is a AI system associated with IBM, classified in LXKeys.world as Specialized AI System.

Niveau V PersistantActifDocumenté
Fiche publique

Vue d’ensemble

TD-Gammon is an AI model or research system associated with IBM. It is documented as reinforcement learning backgammon program.

Chronologie

  1. 1992First public appearance

    TD-Gammon entered the documented public record in 1992. 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 TD-Gammon. Entity type: AI System; classification: Specialized AI System; creator/organization context: Gerald Tesauro. Canonical source anchor: https://www.ibm.com/history/td-gammon. 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 HistoryResearch SystemMachine LearningHistorical
Graphe relationnel

TD-Gammon

Ouvrir dans le graphe complet
TD-Gammon
CréateurSortante
Gerald Tesauro

Gerald Tesauro is documented as creator, contributor or originating team for TD-Gammon.

Organisation associéeSortante
IBM

IBM is the organization or institutional context associated with TD-Gammon.

ClassificationSortante
Historical / Research AI System

TD-Gammon is classified as Historical / Research AI System.

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-00002091",
    "name": "TD-Gammon",
    "alternateName": [],
    "additionalType": {
        "category": "AI Systems",
        "type": "AI System",
        "subtype": "",
        "lxkeysEntity": false
    },
    "description": "TD-Gammon is a AI system associated with IBM, classified in LXKeys.world as Specialized AI System.",
    "creator": "Gerald Tesauro",
    "url": "https://lxkeys.world/entry.php?id=ENT-00002091&lang=fr",
    "sameAs": "https://www.ibm.com/history/td-gammon",
    "image": "",
    "lxkeysWorld": {
        "worldId": "ENT-00002091",
        "kind": "AI Systems",
        "type": "AI System",
        "subtype": "",
        "classification": "Specialized AI System",
        "organization": "IBM",
        "originContext": "AI history and research",
        "firstPublicAppearance": "1992",
        "currentStatus": "Active",
        "documentationStatus": "Documented",
        "documentationIndex": {
            "total": 88,
            "documentation": 25,
            "evidence": 13,
            "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",
            "Research System",
            "Machine Learning",
            "Historical"
        ],
        "timeline": [
            {
                "date": "1992",
                "title": "First public appearance",
                "description": "TD-Gammon entered the documented public record in 1992. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://www.ibm.com/history/td-gammon",
                "verification_status": "source_backed_official"
            }
        ],
        "relationships": [
            {
                "target": "Gerald Tesauro",
                "type": "Creator",
                "description": "Gerald Tesauro is documented as creator, contributor or originating team for TD-Gammon.",
                "evidence_level": "documentary"
            },
            {
                "target": "IBM",
                "type": "Associated organization",
                "description": "IBM is the organization or institutional context associated with TD-Gammon.",
                "evidence_level": "documentary"
            },
            {
                "target": "Historical / Research AI System",
                "type": "Classification",
                "description": "TD-Gammon is classified as Historical / Research AI System.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Official documentation",
                "url": "https://www.ibm.com/history/td-gammon",
                "source_type": "Research / Reference Source",
                "verification_status": "verified",
                "authority": "OFFICIAL",
                "role": "primary",
                "update_enabled": true,
                "authority_basis": "curated-corpus-refresh-2026-09-08"
            }
        ],
        "canonical": [],
        "imageMeta": []
    }
}
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