SA
ENT-00002422 · AI System

Soft Actor-Critic

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

Level V PersistentActiveDocumented
Human record

Overview

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.

Timeline

  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.

Capabilities

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

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 structured detail

Technical description

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.

Controlled tags

AI ModelAlgorithmReinforcement LearningAI Algorithm
Relationship graph

Soft Actor-Critic

Open in full graph
Soft Actor-Critic
Associated organizationOutgoing
UC Berkeley

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

ClassificationOutgoing
AI Algorithm

Soft Actor-Critic is classified as AI Algorithm.

Machine readable layer

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

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    "@type": "Thing",
    "identifier": "ENT-00002422",
    "name": "Soft Actor-Critic",
    "alternateName": [],
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    "creator": "UC Berkeley",
    "url": "https://lxkeys.world/entry.php?id=ENT-00002422&lang=en",
    "sameAs": "https://arxiv.org/abs/1801.01290",
    "image": "",
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        "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"
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        "capabilities": [
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            "Model or workflow integration",
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}
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