Q-learning

Structured entry data for human tools, AI systems and machine clients.

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    "@type": "Thing",
    "identifier": "ENT-00002419",
    "name": "Q-learning",
    "alternateName": [],
    "additionalType": {
        "category": "AI Systems",
        "type": "AI System",
        "subtype": "",
        "lxkeysEntity": false
    },
    "description": "Q-learning is a AI system associated with AI research, classified in LXKeys.world as Specialized AI System.",
    "creator": "Christopher Watkins",
    "url": "https://lxkeys.world/entry.php?id=ENT-00002419&lang=en",
    "sameAs": "https://link.springer.com/article/10.1007/BF00992698",
    "image": "",
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        "originContext": "AI data and evaluation infrastructure",
        "firstPublicAppearance": "1989",
        "currentStatus": "Active",
        "documentationStatus": "Documented",
        "documentationIndex": {
            "total": 88,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 25,
            "level": "Level V Persistent"
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        "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",
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            "Model behavior depends on version, deployment settings and usage context.",
            "Capabilities should be interpreted through the linked model card, official documentation or research source."
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        "tags": [
            "AI History",
            "Algorithm",
            "Reinforcement Learning",
            "AI Algorithm"
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                "date": "1989",
                "title": "First public appearance",
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