Labyrinth-v0_4x4 / croissant.json
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{
"@context": {
"@language": "en",
"@vocab": "https://schema.org/",
"citeAs": "Nathan Gavenski. Labyrinth-v0 4x4 size. https://huggingface.co/datasets/NathanGavenski/Labyrinth-v0_4x4",
"column": "cr:column",
"conformsTo": "dct:conformsTo",
"cr": "http://mlcommons.org/croissant/",
"data": {
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"@type": "@json"
},
"dataBiases": "cr:dataBiases",
"dataCollection": "cr:dataCollection",
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"dct": "http://purl.org/dc/terms/",
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"field": "cr:field",
"fileProperty": "cr:fileProperty",
"fileObject": "cr:fileObject",
"fileSet": "cr:fileSet",
"format": "cr:format",
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"isLiveDataset": "cr:isLiveDataset",
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"path": "cr:path",
"personalSensitiveInformation": "cr:personalSensitiveInformation",
"recordSet": "cr:recordSet",
"references": "cr:references",
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"replace": "cr:replace",
"sc": "https://schema.org/",
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"subField": "cr:subField",
"transform": "cr:transform"
},
"@type": "sc:Dataset",
"conformsTo": "http://mlcommons.org/croissant/1.0",
"name": "Labyrinth-v0 4x4 size",
"description": "This dataset is for the Gymnasium-based environment Labyrinth-v0. It contains observations, actions, rewards, episode_starts and info across multiple structural splits (train, test, eval, random).",
"alternateName": ["NathanGavenski/Labyrinth-v0_4x4", "Labyrinth-v0"],
"url": "https://huggingface.co/datasets/NathanGavenski/Labyrinth-v0_4x4",
"license": "https://choosealicense.com/licenses/mit/",
"creator": {
"@type": "Person",
"name": "Nathan Gavenski",
"url": "https://huggingface.co/NathanGavenski"
},
"keywords": ["Gymnasium", "Imitation Learning", "Expert Trajectory", "JSONL", "Image-based Agent", "4x4 Labyrinth"],
"distribution": [
{
"@type": "cr:FileObject",
"@id": "repo",
"name": "repo",
"description": "The Hugging Face git repository for Labyrinth-v0_4x4.",
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"encodingFormat": "git+https",
"sha256": "main"
},
{
"@type": "cr:FileSet",
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"description": "The JSONL split files for Labyrinth-v0 4x4 dataset.",
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"includes": "dataset/*_shortest_route.jsonl",
"sha256": "04dd930713199dd3e2e2239e981de3e15b2ea8ac715bb5349e9058991f3a9bca"
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{
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"includes": "images/*/*.jpg",
"sha256": "1de30325f521bcdaa19254a5b2339eaba472d444cb47d49426051fc78aa39e9f"
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],
"recordSet": [
{
"@type": "cr:RecordSet",
"@id": "default_splits",
"name": "Split list",
"description": "Split definitions for Labyrinth dataset.",
"dataType": "cr:Split",
"key": { "@id": "default_splits/split_name" },
"field": [
{
"@type": "cr:Field",
"@id": "default_splits/split_name",
"name": "split_name",
"description": "Split identifier.",
"dataType": "sc:Text"
}
],
"data": [
{ "default_splits/split_name": "train" },
{ "default_splits/split_name": "eval" },
{ "default_splits/split_name": "test" },
{ "default_splits/split_name": "random" }
]
},
{
"@type": "cr:RecordSet",
"@id": "default",
"name": "Labyrinth-v0 4x4 Interaction Data",
"description": "Main dataset fields for each step in the environment.",
"field": [
{
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"@id": "default/split",
"name": "default/split",
"description": "Split to which the entry belongs.",
"dataType": "sc:Text",
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},
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},
{
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"name": "default/obs",
"description": "Path to the image representing the observation.",
"dataType": "sc:Text",
"source": {
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"extract": { "column": "obs" }
},
"repeated": true
},
{
"@type": "cr:Field",
"@id": "default/actions",
"name": "default/actions",
"description": "Action taken at this step.",
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"source": {
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"extract": { "column": "actions" }
},
"repeated": true
},
{
"@type": "cr:Field",
"@id": "default/rewards",
"name": "default/rewards",
"description": "Reward received.",
"dataType": "sc:Float",
"source": {
"fileSet": { "@id": "dataset-files" },
"extract": { "column": "rewards" }
},
"repeated": true
},
{
"@type": "cr:Field",
"@id": "default/episode_starts",
"name": "default/episode_starts",
"description": "Whether this is the first step of the episode.",
"dataType": "sc:Boolean",
"source": {
"fileSet": { "@id": "dataset-files" },
"extract": { "column": "episode_starts" }
},
"repeated": true
},
{
"@type": "cr:Field",
"@id": "default/info",
"name": "default/info",
"description": "Information needed to reconstruct the labyrinth state.",
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"source": {
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"extract": { "column": "info" }
},
"repeated": true
}
]
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]
}