D
ENT-00002094 · AI System

Dreamer

Dreamer is a historical / research ai system associated with Google Research / DeepMind.

Level V — PersistentActiveDocumented
Human readable record

Overview

Dreamer is an AI model or research system associated with Google Research / DeepMind. It is documented as world-model reinforcement learning agent.

Timeline

  1. 2019Public release or publication

    Dreamer appears in public documentation or research records associated with Google Research / DeepMind.

Capabilities

AI model or research system documentationPublic source anchoringMachine-learning capability referenceRelationship graph compatibilityMachine-readable metadata

Known 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.
Technical and registry detail

Technical description

Structured AI model record for Dreamer. The technical layer identifies the model family or research role, creator, organization, public source, timeline, capabilities, limitations and relationship targets.

Controlled tags

AI HistoryResearch SystemMachine LearningHistorical
Relationship graph
Dreamer
CreatorDanijar Hafner

Danijar Hafner is documented as creator, contributor or originating team for Dreamer.

Associated organizationGoogle Research / DeepMind

Google Research / DeepMind is the organization or institutional context associated with Dreamer.

ClassificationHistorical / Research AI System

Dreamer is classified as Historical / Research AI System.

Machine readable layer

Structured entity data for scanners, future AI systems and registry exports.

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00002094",
    "name": "Dreamer",
    "alternateName": [],
    "additionalType": "AI System",
    "description": "Dreamer is a historical / research ai system associated with Google Research / DeepMind.",
    "creator": "Danijar Hafner",
    "url": "entity.php?id=ENT-00002094",
    "sameAs": "https://danijar.com/project/dreamer/",
    "lxkeysWorld": {
        "classification": "Historical / Research AI System",
        "organization": "Google Research / DeepMind",
        "originContext": "AI history and research",
        "firstPublicAppearance": "2019",
        "currentStatus": "Active",
        "registryStatus": "Documented",
        "spatiumIndex": {
            "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",
            "reviewed_utc": "2026-06-17T01:33:48+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4"
        },
        "capabilities": [
            "AI model or research system documentation",
            "Public source anchoring",
            "Machine-learning capability reference",
            "Relationship graph compatibility",
            "Machine-readable metadata"
        ],
        "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": "2019",
                "title": "Public release or publication",
                "description": "Dreamer appears in public documentation or research records associated with Google Research / DeepMind."
            }
        ],
        "relationships": [
            {
                "target": "Danijar Hafner",
                "type": "Creator",
                "description": "Danijar Hafner is documented as creator, contributor or originating team for Dreamer.",
                "evidence_level": "documentary"
            },
            {
                "target": "Google Research / DeepMind",
                "type": "Associated organization",
                "description": "Google Research / DeepMind is the organization or institutional context associated with Dreamer.",
                "evidence_level": "documentary"
            },
            {
                "target": "Historical / Research AI System",
                "type": "Classification",
                "description": "Dreamer is classified as Historical / Research AI System.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Official documentation",
                "url": "https://danijar.com/project/dreamer/",
                "source_type": "Research / Reference Source",
                "verification_status": "verified"
            }
        ]
    }
}
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