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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
11,128 datasets
Water Framework Directive management information for England, including details on River Basin Districts, Catchments, Water Bodies, their classifications, targets, and investigations into reasons for failure. The dataset is provided by the Environment Agency and includes information for sites in Wales where they cross into England. It has been retired and superseded by a newer record on the Environment Agency's data platform.
Local authorities in England received and distributed central government funding to support small and medium businesses during the coronavirus pandemic. The data covers multiple grant schemes, including the Additional Restrictions Support Grant and the Small Business Grants Fund, with the latest update from December 2021. The Department for Business, Energy and Industrial Strategy published estimates for grant payments, though the data has not received full verification.
Office for National Statistics provides a collection of articles relating to pensions methodology. The dataset is designated as supporting material and is licensed under OGL-UK-3.0. It was last updated on July 8, 2026.
Environment Agency data details water body elements classified below 'Good' status in 2015. It attributes reasons and responsible sectors for these failures across English river basin districts and the Severn, including Welsh Severn data. This dataset is retired and superseded by a newer record.
Cycle 2 classification data and objectives for water bodies were set in 2015 to support river basin management plans. The dataset covers water bodies in English river basin districts and the Severn, including Welsh data for the Severn district. It also contains reasons for alternative objectives.
England and Wales river basin districts contain data on water body objectives and achievement status. The dataset includes classification data from 2009 (Cycle 1) and 2015 (Cycle 2) to support River Basin Management Plans. It tracks whether water bodies met the objectives set at the start of the second planning cycle.
A fork of the Glasgow Haskell Compiler implements the -XUnsaturatedTypeFamilies extension described in a research paper. The paper details an extension augmenting Haskell's type arrow to support partial application of type families, which can lead to substantial code-size reduction. The work was authored by Csongor Kiss of Imperial College London.
828 KB of documentation provides a user guide for the ONS Postcode Directory (ONSPD). The guide details directory content, data currency, methodology for assigning administrative areas to postcodes, and data quality limitations. It is available in PDF and ODT formats and is published by the UK's Office for National Statistics.
Quarterly child support statistics from Australia's Department of Social Services include data on private and agency-collected cases. The data covers care arrangements, collection methods, median annual assessment amounts, and payee/payer circumstances. A revision to June 2023 data was noted as forthcoming in May 2024.
UK statistics on young people compiled by the Office for National Statistics. The data includes topics such as marriages, parenthood, labour market status, NEETs, deaths due to drug misuse, crime, and living with parents. The dataset was last updated on 2026-07 08 and is published under the OGL-UK-3.0 license.
Over 115,000 line-km of interpreted airborne electromagnetic data cover approximately 27% of the Australian continent. Geoscience Australia integrated these conductivity-depth models with borehole and geological data to characterize near-surface geology up to ~300 meters deep. These interpretations were presented at the 2025 International Association of Hydrogeologists Conference.
Leeds City Council published a set of documents to aid practitioners handling domestic violence, abuse, honour-based violence, and forced marriage. The collection includes leaflets for clients, risk assessment forms, and guidance for making a Claire’s Law request. These materials were prepared for a 2026 innovation lab focused on support services in Leeds.
The GTFS Schedule dataset from the Department of Transport and Planning contains static timetable information for public transport services across Victoria. It includes data for metropolitan and regional trains, buses, trams, and coaches, published weekly in the standardized GTFS format. The data covers a rolling 30-day period from the date of export.
Compiled from 1950s to 2012, this dataset presents sediment grainsize and compositional data for the East Antarctic region south of 60°S. It incorporates quantitative grainsize data from 472 samples, Folk classifications from 192 samples, calcium carbonate from 255 samples, and biogenic silica from 304 samples. The Australian Ocean Data Network provides this data to offer insight into seabed habitats, particularly within proposed Marine Protected Areas.
472 sediment grainsize samples and 304 biogenic silica samples from East Antarctic surface sediments provide insight into seabed habitats. This compilation incorporates data collected and analyzed from the 1950s to 2012, overlain on bathymetry maps to illustrate habitat variations. The dataset was compiled by the Australian Ocean Data Network to support analysis of seven proposed Marine Protected Areas.
GeMS (Geodatabase for Marine Habitats and Species adjacent to Scotland) underpins the Scottish Marine Protected Areas process by collating diverse survey data on Priority Marine Features. Information sources range from targeted government surveys to industry and volunteer recreational recordings, with data ages varying from recent to much older. These standardized layers update the foundational mapping from the 2011 Scotland's Marine Atlas.
Australian offshore basins are the focus of this seabed mapping dataset supporting carbon dioxide storage research. Geoscience Australia produced this work, which was last updated on 2026-07-16. The dataset aims to reduce uncertainty around CO2 storage risks by examining relationships between deep basin structures, shallow sub-surface environments, and the seabed.
A 2022 dataset from Natural England identifies areas in Greater Manchester where new ponds would benefit Great Crested Newt populations. It classifies areas as 'Core' (2+ ponds per 1km square with predicted newt presence) and 'Fringe' (1 pond or proximity to Core areas). The data scores habitat suitability based on grassland, woodland, soil pH, and phosphorus levels, while excluding features like roads and flood zones.
Anglian Groundwater Catchment water bodies have long-term environmental status objectives defined under the Water Framework Directive. Each objective includes a predicted future ecological or chemical status and a target date for achievement, based on cost-benefit analysis of technically feasible measures. This data supports river basin management plans and is used for interactive catchment planning.
A 2023 experiment tested the artificial selection of heat tolerance in Acropora spathulata coral larvae from Davies Reef. The dataset likely contains phenotypic and survival data from larvae exposed to Ambient (27°C), Sub-lethal (33°C), and lethal Selection (35°C) treatments, with subsequent field deployment of 162 seeding devices. The data was aggregated by the Australian Ocean Data Network and last updated in June 2026.