{ "data_id": "46012", "name": "flycraft-demonstrations", "exact_name": "flycraft-demonstrations", "version": 3, "version_label": "2", "description": "24924 demonstrations generated by the IRPO (Iterative Regularized Policy Optimization with Imperfect Demonstrations) algorithm for FlyCraft.", "format": "arff", "uploader": "Xudong Gong", "uploader_id": 42689, "visibility": "public", "creator": "\"Xudong Gong\"", "contributor": null, "date": "2024-05-28 02:46:52", "update_comment": null, "last_update": "2024-05-28 02:46:52", "licence": "CC0", "status": "active", "error_message": null, "url": "https:\/\/api.openml.org\/data\/download\/22120455\/dataset", "default_target_attribute": "action_p,action_nz,action_pla", "row_id_attribute": null, "ignore_attribute": "\"state_timestamp\"", "runs": 0, "suggest": { "input": [ "flycraft-demonstrations", "24924 demonstrations generated by the IRPO (Iterative Regularized Policy Optimization with Imperfect Demonstrations) algorithm for FlyCraft. " ], "weight": 5 }, "qualities": { "NumberOfInstances": 3106516, "NumberOfFeatures": 14, "NumberOfClasses": null, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 14, "NumberOfSymbolicFeatures": 0, "MajorityClassPercentage": null, "PercentageOfSymbolicFeatures": 0, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 0, "AutoCorrelation": null, "PercentageOfMissingValues": 0, "Dimensionality": 4.50665633140148e-6, "PercentageOfNumericFeatures": 100 }, "tags": [], "features": [ { "name": "action_p", "index": "12", "type": "numeric", "distinct": "2258175", "missing": "0", "target": "1", "min": "-180", "max": "180", "mean": "0", "stdev": "46" }, { "name": "action_nz", "index": "13", "type": "numeric", "distinct": "2531958", "missing": "0", "target": "1", "min": "-4", "max": "9", "mean": "4", "stdev": "3" }, { "name": "action_pla", "index": "14", "type": "numeric", "distinct": "749696", "missing": "0", "target": "1", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "state_timestamp", "index": "0", "type": "numeric", "distinct": "891", "missing": "0", "ignore": "1", "min": "0", "max": "890", "mean": "73", "stdev": "58" }, { "name": "state_phi", "index": "1", "type": "numeric", "distinct": "3018822", "missing": "0", "min": "-180", "max": "180", "mean": "-1", "stdev": "71" }, { "name": "state_theta", "index": "2", "type": "numeric", "distinct": "3018916", "missing": "0", "min": "-89", "max": "90", "mean": "-4", "stdev": "27" }, { "name": "state_psi", "index": "3", "type": "numeric", "distinct": "3018844", "missing": "0", "min": "-180", "max": "180", "mean": "-2", "stdev": "77" }, { "name": "state_v", "index": "4", "type": "numeric", "distinct": "3044714", "missing": "0", "min": "87", "max": "311", "mean": "198", "stdev": "42" }, { "name": "state_mu", "index": "5", "type": "numeric", "distinct": "3040618", "missing": "0", "min": "-90", "max": "80", "mean": "-7", "stdev": "24" }, { "name": "state_chi", "index": "6", "type": "numeric", "distinct": "3020436", "missing": "0", "min": "-180", "max": "180", "mean": "-2", "stdev": "68" }, { "name": "state_p", "index": "7", "type": "numeric", "distinct": "3031798", "missing": "0", "min": "-300", "max": "280", "mean": "0", "stdev": "45" }, { "name": "state_h", "index": "8", "type": "numeric", "distinct": "3020161", "missing": "0", "min": "42", "max": "8758", "mean": "4846", "stdev": "524" }, { "name": "goal_v", "index": "9", "type": "numeric", "distinct": "21", "missing": "0", "min": "100", "max": "300", "mean": "203", "stdev": "63" }, { "name": "goal_mu", "index": "10", "type": "numeric", "distinct": "34", "missing": "0", "min": "-85", "max": "80", "mean": "-3", "stdev": "30" }, { "name": "goal_chi", "index": "11", "type": "numeric", "distinct": "69", "missing": "0", "min": "-170", "max": "170", "mean": "-2", "stdev": "107" } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 0, "total_downloads": 0, "reach": 0, "reuse": 0, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 0 }