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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
11,165 datasets
Supporting data for the paper 'Mechanical properties of the rocky interiors of icy moons'. The dataset contains mechanical, elastic, and acoustic emission data from laboratory deformation tests on chondrite material. It was authored by Cassandra Seltzer at the Massachusetts Institute of Technology.
Two experiments by Mary C. Potter of MIT tested whether object detection in rapid serial visual presentation relies on category features or specific object identification. The results supported the identification-first hypothesis and a transient-attention model of lag 1 sparing and the attentional blink. The dataset likely contains trial-level behavioral data from these experiments.
Multibeam sonar mapping, drill cores and underwater video data confirm a previously unknown reef province in the Gulf of Carpentaria, Australia. Seven reefs comprised of coral limestone have been mapped, with U/Th ages showing reef growth commenced around 10.5 kyr BP, making them the oldest known in Australia. The dataset is provided by the Australian Ocean Data Network and was last updated in 2026.
Pawan Poudel's study investigates heterogeneity within luminal-A breast cancers using heterocellular gene signatures. The dataset likely contains gene expression profiles and survival data from two independent cohorts: The Cancer Genome Atlas (TCGA, n=817) and GSE42568 (n=104). Data was processed using robust multi-array normalization (RMA) from the R-based Bioconductor package affy.
41 bioregions, including 24 unique provinces, were defined for Australia's Exclusive Economic Zone using seabed geomorphic features and fish diversity data. Geoscience Australia created integrated 'seascape' maps by combining bathymetry, ocean primary production, sediment properties, temperature, and sediment mobilisation data. This dataset supports the implementation of the Environmental Protection and Biodiversity Conservation Act through regional marine plans and representative marine protected area networks.
Hiroto Enari's dataset lists the vocal rates of alert barks, howls, and moans produced by sika deer during autumn months. The data was accumulated via passive acoustic monitoring in the Aizu and Asama regions of central Japan between 2021 and 2024. It includes weekly call frequencies and associated camera trap counts for deer, bears, and humans.
Schmidt Ocean Institute survey FK200308 collected bathymetry and seafloor imagery for the Cape Range Canyon within the Gascoyne Marine Park offshore northwestern Australia. The data highlights canyon morphology, including steep walls, slumping history, plunge pools, and sparse epibenthos like glass sponges and octocorals. Funding was provided by Schmidt Ocean Institute, Geoscience Australia, the Australian Government’s National Environmental Science Program, the Director of National Parks, and the Foundation for the WA Museum.
A 2019 review by Hayes et al. examines the objectives of Australia's Marine Park network and the types of questions and data analysis needed to address them. The work critically considers how monitoring program design influences the ability to answer these questions, using the strength of evidence hierarchy from the Evidence Based Decision Making (EBDM) paradigm. It is published in Frontiers in Marine Science and hosted by the Australian Ocean Data Network.
305 individual Antarctic krill had their head and tail coordinates tracked in 3D during a 2021 research voyage. Data was collected using an array of 10 GoPro Hero-8 cameras deployed into natural swarms to study individual behavior. This work supports biomass estimates for updating catch limits in the CCAMLR Division 58.4.2-East region.
Van-Thuc Nguyen created a dataset from molecular dynamics simulations investigating dissimilar Mg-Al friction stir welding. The data examines the effects of tool travel speed (500-2000 m/s), rotation speed, and pin geometry on atomic mixing, temperature zones up to 1000 K, and amorphous fractions up to 18.8%. The dataset was last updated on June 4, 2026.
NHS Western Cheshire publishes a monthly updated list of its financial transactions exceeding £25,000. This data is part of the UK Government's commitment to transparency in public expenditure. The dataset is provided in CSV format under the OGL-UK-3.0 license.
Ye Lin published a dataset from a single-center randomized trial investigating a combined olfactory intervention for sleep quality and anxiety in maintenance hemodialysis patients. The trial recruited 88 eligible patients from Yongkang Hospital of Traditional Chinese Medicine between January 2022 and December 2023. Outcomes were assessed using the Pittsburgh Sleep Quality Index and Hospital Anxiety and Depression Scale-Anxiety subscale at five time points up to month 3.
Northern Port Phillip Bay nutrient and chlorophyll a distributions measured monthly for two years. Data were collected via continuous profiling from a mobile ship laboratory, resolving features at scales of about 200 meters. The dataset compares periods of high runoff in September 1993 and low runoff in January 1995, linking nutrient sources to specific river inputs.
Fossil collections from Late Palaeozoic rocks near the south-west margin of the Canning Basin. The dataset includes records of brachiopods, a nautiloid, and Ammodiscus nitidus, confirming the presence of marine Permian rocks in the area. Data was collected by field parties including L.J. Jones, Reeves, and a Bureau Field Party in 1954.
A set of jurisdictional maps produced as inputs to the Futures of Seafood study's State of Play assessment. The maps were commissioned by the Blue Economy CRC and created by CSIRO experts using data supplied by Australian state and territory governments. The data is pending final review before publication on the Futures of Seafood website.
A 1997-1998 modelling project by AGSO, University of Tasmania, the Australian Bureau of Meteorology, and a Danish geodetic agency. It uses tidal and swell-wave models to predict sediment mobilisation on the Australian continental shelf. The work was conducted to support the National Ocean's Office regional marine planning process.
Monthly-updated lists detail all financial transactions over £25,000 made by NHS Bury Clinical Commissioning Group. This data supports the UK government's commitment to transparency in public expenditure. The dataset's cross-platform presence indicates its established role in public accountability.
Monthly-updated financial records of all transactions over £25,000 made by the 2gether NHS Foundation Trust. The data is published by the Gloucestershire Health and Care NHS Foundation Trust as part of a government transparency initiative. It was last updated on 2026-07-08.
Birmingham and Solihull Mental Health NHS Foundation Trust publishes a monthly-updated list of all financial transactions spending over £25,000. This data is released as part of the UK Government's commitment to transparency in public expenditure. The dataset is available in CSV and XLS formats under the OGL-UK-3.0 license.
A monthly updated list of all financial transactions made by the Young People's Learning Agency, active from 01/04/2010. The data is published as part of the UK Government's expenditure transparency initiative under the OGL-UK-3.0 license. The dataset is hosted on the uk_data platform and was last updated on 2026-07-08.