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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
11,249 datasets
IMOS Ships of Opportunity data was collected by the 'Sensors on Tropical Research Vessels' sub-facility aboard the RV Solander Trip 8338. The dataset covers a voyage from 29 July 2024 to 13 August 2024. It is managed by the Australian Ocean Data Network.
Underway sensor data collected by the Australian Integrated Marine Observing System's Ships of Opportunity facility. The data was gathered by the 'Sensors on Tropical Research Vessels' sub-facility aboard the RV Cape Ferguson during Trip 8158 from 14 to 22 December 2023. The dataset is managed by the Australian Ocean Data Network.
NHS Wirral CCG publishes a monthly updated list of its financial transactions exceeding £25,000. The data is part of the UK Government's commitment to transparency in public expenditure. The dataset is licensed under OGL-UK-3.0.
Underway sensor data was collected by the Australian Integrated Marine Observing System's 'Sensors on Tropical Research Vessels' sub-facility. The data originates from the RV Solander during a specific voyage from 06 to 08 November 2025. The Australian Ocean Data Network published this dataset on data.gov.au, with a metadata record last updated on 16 June 2026.
Underway sensor data collected by the Australian Integrated Marine Observing System's Ships of Opportunity facility. The data originates from the RV Cape Ferguson, Trip 8728, during a voyage from 25 to 27 January 2026. The dataset is hosted by the Australian Ocean Data Network and was last updated on 16 June 2026.
NHS Nottingham West CCG expenditure report details individual transactions valued over £25,000 for July 2018. This dataset provides transparency into high-value public spending within a specific UK healthcare commissioning group. Its cross-platform presence on UK and EU open data portals signals its role in public accountability.
NASA's ASTER Expedited Level 1A (AST_L1AE) dataset provides reconstructed, unprocessed instrument data from the Terra satellite's Visible and Near Infrared (VNIR), Shortwave Infrared (SWIR), and Thermal Infrared (TIR) telescopes. It is available for download within 48 hours of acquisition to support time-sensitive applications like emergency response and field calibration, but has lower registration quality and lacks the VNIR 3B band compared to the standard AST_L1A product. The dataset is only available for 30 days post-acquisition before being removed for reprocessing.
Regional Water Strategy areas define the administrative boundaries for long-term water planning in New South Wales. The dataset, published by the NSW Department of Climate Change, Energy, Environment and Water, was last updated in August 2024. Boundaries are derived from Water Resource Plan and Water Sharing Plan limits, with the Murray region further refined using Geoscience Australia's geofabric data.
16 Wistar rats were used in an experimental study to measure IgE and IgG4 levels after exposure to Porphyromonas gingivalis lipopolysaccharide. The data likely contains periodic measurements of IgE, IgG4, and the IgG4/IgE ratio from sera taken before and after exposure. This dataset was contributed by Sindy Cornelia Nelwan and is available via paperswithcode.
A revised phylogenetic framework for ornithischian dinosaurs, based on an exhaustive compilation and critical re-evaluation of published osteological character data. The work includes recently described basal ornithischians, marginocephalians, and ornithopods. Author Paul-Émile Dieudonné presents this analysis, which reconfigures basal cerapodan relationships and discusses ornithopod phylogeny.
A collection of research papers identified for a systematic literature review on the trade-off between efficiency/scalability and maintainability/portability in simulation software engineering. The dataset comprises 33 articles that directly assess the SE/MP trade-off, along with the full set of papers considered. It was compiled by author Dirk Pflüger as part of an ongoing review.
Supporting data for the paper "Efficient calculation of carrier scattering rates from first principles". The dataset includes temperature and carrier concentration dependent electronic mobility and Seebeck coefficient calculated using multiple approximations. Calculations were performed by Alex M. Ganose of Lawrence Berkeley National Laboratory using the AMSET package.
Analysis code supporting the manuscript 'The Interaction Between Climate Forcing and Feedbacks' by Andrew Gettelman of Pacific Northwest National Laboratory. The code is designed to process PPE (Perturbed Physics Ensemble) output data to create figures for the associated research paper. The underlying data is available via a separate DOI.
A series of new chalcones containing a fluorine atom at the B ring were designed, synthesized, and evaluated for antiproliferative activity against a panel of human tumor cell lines. The dataset, from a paper by Serdar Burmaoğlu, includes results for specific analogs, such as compounds 8, 9, 12, 45, 46, and 48, which showed activity against certain tumor cells without cytotoxicity towards normal HEK 293 cells. Activity was supported by acridine orange staining, xCELLigence assays, and in silico molecular docking studies against tubulin protein.
1,033 Chinese college students (615 males, 418 females; aged 17–23 years) completed self-report questionnaires examining associations between physical activity and crisis coping. The dataset likely contains survey responses used to test mediation models involving rumination and emotion regulation strategies. It was authored by Yang Yang and uploaded to figshare under a CC-BY-4.0 license.
The dataset from Caspar Addyman's study contains observations of 20 preschool children aged 31-49 months. It records counts of laughs and smiles while children watched cartoons under individual, paired, and group viewing conditions. The analysis showed children laughed eight times more and smiled almost three times as much in social viewing conditions.
Supporting materials for the paper "Embodiment and the origin of interval timing: kinematic and electromyographic data." include motion capture and surface electromyography data from 4-, 6-, and 8-month-old infants engaged in an arm-raising task with 2-second and 4-second cycles. The dataset contains participant summary information, timestamps, motion data, EMG data, and summary peak/trough data files. Experiment control and data analysis scripts in MATLAB are also provided.
Mitchell J. Feldmann from the University of California, Davis provides two 3D model files of a support test object shaped like a 3D F with a sharp point. The dataset contains two files that differ in their scaling. These files were altered from the original Support Test Object by feilen available on Thingiverse.
A qualitative study identifies factors characterizing complexity in engineering projects based on the perception of 132 project management professionals. Data was captured using the word evocation technique and analyzed with the Vèrges technique, supported by Social Representation and Complexity Theory. The research was authored by Alessandro Prudêncio Lukosevicius and is available via Open Access.
A qualitative study by André Grützmann investigates the use of internet technologies to support product innovation in Brazilian companies. The research involved a scoping literature review and interviews with company representatives. It identifies specific technologies like social networks and co-creation platforms used across different stages of the innovation process.