ENT-00002803 · Benchmark

Gym CartPole-v1

Gym CartPole-v1 is a reinforcement learning environment associated with Farama Foundation.

Level V — PersistentActiveDocumented

Human readable record

Overview

Gym CartPole-v1 is a reinforcement learning environment documented as classic control balancing environment. It provides a controlled task for evaluating policies, agents and sequential decision-making systems.

Timeline

2016Public release or documentation
Gym CartPole-v1 appears in public documentation, project records, benchmark descriptions or research references associated with Farama Foundation.

Capabilities

Evaluation protocol documentationModel comparison supportTask taxonomy mappingReproducible benchmark anchoringRelationship graph compatibility

Known limitations

Benchmark results can become stale as models improve and evaluation protocols evolve.A benchmark measures a defined task scope rather than complete intelligence.

Technical and registry detail

Technical description

Structured record for Gym CartPole-v1. The technical layer identifies the entity type, classification, creator or organization, official source anchor, capabilities, limitations, timeline entries and graph relationships without adding internal import events to the public history.

Controlled tags

BenchmarkReinforcement LearningAgent EvaluationEnvironment

Relationship graph

Gym CartPole-v1

Associated organizationFarama Foundation

Farama Foundation is the organization, project community or institutional context associated with Gym CartPole-v1.

Domain contextReinforcement learning evaluation

Gym CartPole-v1 belongs to the Reinforcement learning evaluation layer of the intelligent-entity registry.

Machine readable layer

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

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    "alternateName": [],
    "additionalType": "Benchmark",
    "description": "Gym CartPole-v1 is a reinforcement learning environment associated with Farama Foundation.",
    "creator": "Farama Foundation",
    "url": "entity.php?id=ENT-00002803",
    "sameAs": "https://gymnasium.farama.org/environments/classic_control/cart_pole/",
    "lxkeysWorld": {
        "classification": "Reinforcement Learning Environment",
        "organization": "Farama Foundation",
        "originContext": "Reinforcement learning evaluation",
        "firstPublicAppearance": "2016",
        "currentStatus": "Active",
        "registryStatus": "Documented",
        "spatiumIndex": {
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        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-17T01:48:33+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "updated_utc": "2026-06-17T01:48:33+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "reviewed_utc": "2026-06-17T01:48:33+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4"
        },
        "capabilities": [
            "Evaluation protocol documentation",
            "Model comparison support",
            "Task taxonomy mapping",
            "Reproducible benchmark anchoring",
            "Relationship graph compatibility"
        ],
        "limitations": [
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            "A benchmark measures a defined task scope rather than complete intelligence."
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}

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