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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
8,911 datasets
Global Affairs Canada's internal audit reports assess governance, financial management, and program delivery across domestic and international activities. The dataset includes risk-based audit plans and compliance monitoring outputs to support departmental oversight and transparency. It was last updated on 2026-05-19.
Data and code supporting a study on persistent decision-making across species. The dataset likely contains behavioral task data from mice, monkeys, and humans performing a harmonized dynamic decision-making task. It was authored by Veldon-James Laurie and last updated on April 13, 2026.
Geoscience Australia conducted a seabed characterisation survey in March and April 2012 to support the assessment of CO2 storage potential in the Vlaming Sub-basin, Western Australia. The survey collected 89 seabed grab samples from 43 stations, 653 km² of multibeam and backscatter data, 6.65 km² of side-scan sonar imagery, and chirper shallow sub-bottom profile data. The work aimed to understand links between deep geological features and the seabed to evaluate seal integrity for potential CO2 storage.
Karin Vogt published this dataset on figshare in April 2026. It contains baseline characteristics for a cross-sectional study of 30 healthy volunteers comparing four ultrasound methods for measuring jugular venous pressure. The data supports the study's conclusions on method reproducibility and feasibility.
30 participants (50% females) were included in a cross-sectional study comparing four ultrasound methods for measuring jugular venous pressure. The dataset contains Bland-Altmann analysis results, including median uJVP values, reproducibility, and feasibility scores for each method. It was authored by Karin Vogt and last updated on 2026-04-09.
Karin Vogt published a dataset on figshare in April 2026 containing primary and secondary endpoints from a cross-sectional study comparing four ultrasound methods for measuring jugular venous pressure. The data includes median uJVP values, percentages of participants with measurements differing from a reference, reproducibility rates, and feasibility scores for each method across 30 healthy volunteers. The study aimed to standardize non-invasive hydration assessment.
A cross-sectional study comparing four ultrasound methods for measuring jugular venous pressure in 30 healthy, euvolemic volunteers. The dataset includes results on measurement values, reproducibility, and feasibility for each method. It was authored by Karin Vogt and last updated in April 2026.
A 2026 study by Ke Xu maps conformational neutralizing epitopes on Coxsackievirus A5 (CVA5). The research identifies ten key amino acid sites pivotal for monoclonal antibody recognition using escape mutant analysis and reverse genetics. Findings provide a structural framework for vaccine and antibody-based therapeutic development.
A 2026 study by Daniel R. Emanuel compares humoral immune responses in 40 adult Children's pythons (Antaresia childreni) to two non-pathogenic antigens, KLH and LPS, over 183 days. The dataset likely contains results from indirect ELISAs for antigen-specific IgY and white blood cell differentials from blood smears. It is hosted on figshare under a CC-BY-4.0 license.
Supplementary file 1 from a study examining the association between AI-enabled decision support tools and clinician wellbeing in the UK's National Health Service. The document, authored by Margareta-Theodora Mircea and last updated in April 2026, contains results from a survey of 131 clinicians across nine NHS Mental Health Talking Therapies services. It reports on outcomes including clinician wellbeing, task performance, and cognitive load during patient assessments.
Fan Zhendong's technical and tactical performance was analyzed using systematic video observation and biomechanical capture from 17 high-speed cameras. The study, authored by Ye Jin and published on figshare in 2026, found his attack-first strategy and down-the-line shots were significantly more effective. His backhand technique was biomechanically superior to his opponents.
Data supporting a validation study for psychological self-report measures using think-aloud protocols with female adolescents. The dataset is 1.2 MB in size, authored by Sophie Chatwin, and was last updated on June 2, 2026. It is available under a CC-BY-4.0 license and includes files in PDF and XLS formats.
A 902.4 KB dataset from a 2026 study by Anqi Zang examining the cognitive and neurophysiological processes underlying negative responses. The data likely contains Event-Related Potential (ERP) and Lateralised Readiness Potential (LRP) measurements from participants performing a Yes/No verification task after reading brief narratives. The findings suggest a two-stage processing mechanism for negation.
A global, open-source risk assessment for humanitarian crises and disasters. The INFORM Risk Index can support decisions about prevention, preparedness and response. The dataset was last updated on 2026-05-19.
A list of the most significant proteins displaying opposite regulation in two specific biological comparisons, SetL-SwL and MetL-SetL. The dataset was authored by Daniele Capitanio and last updated on June 1, 2026. It is a small dataset, 9.5 KB in size, shared under a CC-BY-4.0 license.
A flythrough video visualizing seafloor bathymetry data from the Gifford Marine Park, located 700 km east of Brisbane, Australia. The data was collected on two surveys, one in 2007 by Geoscience Australia and another in 2017 by Geoscience Australia in collaboration with the Japan Agency for Marine-Earth Science and Technology. The research is supported by the National Environmental Science Program Marine Biodiversity Hub.
Spatially continuous data of seabed gravel, mud, and sand content expressed as a weight percentage from 0 to 100%. The dataset covers eight areas in the Timor Sea region within the Australian continental EEZ, presented in 10 m resolution raster grids. This research is supported by the National Environmental Science Program (NESP) Marine Biodiversity Hub and supersedes previous predictions with improved accuracy.
From 2014 onwards, quality-controlled carbon dioxide (CO2) measurements collected from the RV Investigator research vessel. The data is part of the Integrated Marine Observing System (IMOS) Ship of Opportunity Underway Network facility and managed by CSIRO Oceans and Atmosphere. It is available via the Australian Ocean Data Network (AODN) and IMOS ocean portal.
GEOMAT is a geological-oceanographic computer modelling project from a collaborative team including AGSO, the University of Tasmania, the Australian Bureau of Meteorology, and a Danish geodetic division. The project models tidal and swell-wave processes to predict sediment mobilisation on the Australian continental shelf, with results indicating wave energy mobilized fine sand over 63.5% of the shelf during a one-year period. The work provides a process-based understanding to assist marine environmental management and regional planning.
147 species across terrestrial and marine environments were assessed for the 3rd UK Habitats Directive Report submitted in October 2013. This dataset contains the supporting notes and parameters for the source data provided by the four UK countries and the offshore environment. It was compiled by the Joint Nature Conservation Committee to accompany the country-level species reports.