SA
ENT-00002422 · Système IA

Soft Actor-Critic

Soft Actor-Critic is a AI system associated with UC Berkeley, classified in LXKeys.world as Specialized AI System.

Niveau V PersistantActifDocumenté
Fiche publique

Vue d’ensemble

Soft Actor-Critic is an AI model or research system associated with UC Berkeley. It is documented as off-policy maximum entropy reinforcement learning algorithm.

Chronologie

  1. 2018First public appearance

    Soft Actor-Critic entered the documented public record in 2018. 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 Soft Actor-Critic. Entity type: AI System; classification: Specialized AI System; creator/organization context: UC Berkeley. Canonical source anchor: https://arxiv.org/abs/1801.01290. 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 ModelAlgorithmReinforcement LearningAI Algorithm
Graphe relationnel

Soft Actor-Critic

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Soft Actor-Critic
Organisation associéeSortante
UC Berkeley

UC Berkeley is the organization or institutional context associated with Soft Actor-Critic.

ClassificationSortante
AI Algorithm

Soft Actor-Critic 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.

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    "@context": [
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        {
            "lxw": "https://lxkeys.world/schema/"
        }
    ],
    "@type": "Thing",
    "identifier": "ENT-00002422",
    "name": "Soft Actor-Critic",
    "alternateName": [],
    "additionalType": {
        "category": "AI Systems",
        "type": "AI System",
        "subtype": "",
        "lxkeysEntity": false
    },
    "description": "Soft Actor-Critic is a AI system associated with UC Berkeley, classified in LXKeys.world as Specialized AI System.",
    "creator": "UC Berkeley",
    "url": "https://lxkeys.world/entry.php?id=ENT-00002422&lang=fr",
    "sameAs": "https://arxiv.org/abs/1801.01290",
    "image": "",
    "lxkeysWorld": {
        "worldId": "ENT-00002422",
        "kind": "AI Systems",
        "type": "AI System",
        "subtype": "",
        "classification": "Specialized AI System",
        "organization": "UC Berkeley",
        "originContext": "AI data and evaluation infrastructure",
        "firstPublicAppearance": "2018",
        "currentStatus": "Active",
        "documentationStatus": "Documented",
        "documentationIndex": {
            "total": 82,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 19,
            "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 Model",
            "Algorithm",
            "Reinforcement Learning",
            "AI Algorithm"
        ],
        "timeline": [
            {
                "date": "2018",
                "title": "First public appearance",
                "description": "Soft Actor-Critic entered the documented public record in 2018. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://arxiv.org/abs/1801.01290",
                "verification_status": "source_backed_curated_baseline"
            }
        ],
        "relationships": [
            {
                "target": "UC Berkeley",
                "type": "Associated organization",
                "description": "UC Berkeley is the organization or institutional context associated with Soft Actor-Critic.",
                "evidence_level": "documentary"
            },
            {
                "target": "AI Algorithm",
                "type": "Classification",
                "description": "Soft Actor-Critic is classified as AI Algorithm.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Official documentation",
                "url": "https://arxiv.org/abs/1801.01290",
                "source_type": "Reference Source",
                "verification_status": "verified",
                "authority": "TRUSTED_PRIMARY",
                "role": "research_paper",
                "update_enabled": false,
                "authority_basis": "curated-corpus-refresh-2026-09-08"
            }
        ],
        "canonical": [],
        "imageMeta": []
    }
}
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