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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
10,010 datasets
Bathythermograph data records temperature-depth profiles collected by the vessel LA DIEPPOISE in the Gulf of Aden and Red Sea. The dataset contains observations processed by the NODC into the C116/C118 standard format, capturing non-uniform depth measurements at inflection points. Measurements were taken over a specific cruise period from September 7 to September 25, 1971.
fdapace is an R package implementing Functional Data Analysis and Empirical Dynamics methods, with Functional Principal Component Analysis (FPCA) via the PACE algorithm as its core. The package is designed for analyzing sparsely or densely sampled random trajectories and time courses, providing fitted continuous trajectories with confidence bands for sparse designs. Updates were supported by NIH Echo and NSF grants DMS-1712864 and DMS-2014626.
Coniferous Standing Sales Price Index tracks timber market trends from years ending March 1985 to September 2019. The dataset includes underlying figures for volumes, total prices, and average prices by tree size in Great Britain. It provides supporting data for the official National Statistics release Timber Price Indices.
Softwood Sawlog Price Index data covering six-month periods from March 1985 to March 2015. The dataset provides underlying average price figures for Great Britain and supports the official National Statistics release Timber Price Indices. It was published by the Government Digital Service on the EU Open Data platform.
Coniferous Standing Sales Price Index data for years ending March 1985 to September 2018. The dataset provides underlying figures for volumes, total prices, and average prices by average tree size in Great Britain. It is published by the Government Digital Service as supporting data for the National Statistics release Timber Price Indices.
Site condition monitoring of inshore sublittoral sediment habitats in the Sound of Arisaig SAC was conducted to assess the subtidal sandbank feature. The study employed drop-down video surveys, grab sampling for subsurface fauna and sediment composition, and diving techniques for detailed surveying of maerl bed sites. The dataset was published by the Government Digital Service.
Environment Agency data on water bodies that deteriorated from 'Good' or 'High' status to less than 'Good' between 2009 and 2015 with >75% confidence. It covers English river basin districts and the Severn, including Welsh Severn data. Attribution statement: © Environment Agency copyright and/or database right 2015.
Indian Ocean Near Real-Time Temperature Profile Data from the GTSPP project from 2002-01-01 to 2002-12-31 (NCEI Accession 0000869) contains physical data collected from XBT casts in the Indian Ocean. Data were submitted by the Australian Bureau of Meteorology in support of the Gulf of Mexico NOAA/NMFS Ship of Opportunity and the Global Temperature-Salinity Pilot Project. The dataset includes profiles of temperature collected throughout the year 2002.
A 2009 bathymetry and topography grid for Australia and its Exclusive Economic Zone integrates multibeam, single beam, and satellite-derived data. The service provides a 0.0025-degree resolution grid where direct observations are dense, blending it with coarser ETOPO data elsewhere. Compiled by Geoscience Australia, it excludes marine zones near Heard and McDonald Islands and the Australian Antarctic Territory.
A proposal details a scientific collaboration between Geoscience Australia and JAMSTEC, approved by the International Ocean Discovery Program. The goal is to collect deep rock cores from a northern Zealandia basin to analyze a 100-million-year geological history. The project, active since 2014, aims for drilling several kilometers below the seafloor.
A 2026 study from Geoscience Australia models the 14C content of carbonate crusts from cold seeps in the eastern Mediterranean Sea. The research uses numerical simulations to investigate controls on 14C incorporation, including methane, calcium, and bicarbonate concentrations in fluids. It applies the model to constrain the chemical and hydrological conditions of crust formation.
NOAA's Climate Program Office collected surface underway ocean measurements of fugacity of carbon dioxide, water temperature, and salinity during three R/V Thomas G. Thompson cruises. The dataset covers observations in the Atlantic and Southern Oceans from April 2019 to January 2020. It is hosted by the National Oceanic and Atmospheric Administration.
Geoscience Australia compiled this bathymetry and topography grid covering Australia and its Exclusive Economic Zone. The 2009 bathymetry data integrates multibeam, single beam, and satellite-derived sources, while onshore topography uses a revised 0.0025-degree grid. The service excludes marine areas near Heard and McDonald Islands and the Australian Antarctic Territory.
House price index data tracks single-family home value changes in Connecticut. The index is based on repeat mortgage transactions purchased or securitized by Fannie Mae or Freddie Mac. The data is published by the U.S. Federal Housing Finance Agency and was last updated in January 2026.
London's Thamesmead and Abbey Wood Opportunity Area is one of the city's largest regeneration zones. The planning framework, prepared jointly by the Greater London Authority, Transport for London, and the boroughs of Greenwich and Bexley, supports transport improvements and identifies potential for over 15,000 new homes and 8,000 new jobs. The dataset consists of documents related to this planning framework.
Philip Nash's historical analysis, drawing on recently declassified documents, examines the role of U.S. Jupiter missiles in Italy and Turkey during the Cold War. The work details their deployment from 1957 to 1963 and their significance in the Cuban Missile Crisis. The author is affiliated with Gazi University.
Aline Helg's historical analysis examines race in Cuban society from 1866 to 1912, challenging the myth of racial equality. The work details the political mobilization of Afro-Cubans, including the formation of the first national black party in the Western Hemisphere, and its violent suppression in 1912. This text-based dataset, authored by a University of Pittsburgh scholar, is sourced from the paperswithcode platform.
WM Bench v1.0 is the first benchmark designed to evaluate the cognitive capabilities of World Models and Embodied AI systems. It was created by FINAL-Bench and released in March 2026. The benchmark moves beyond measuring visual fidelity to assess a model's reasoning and understanding.
50,000+ transactions form this e-commerce sales dataset. It was sourced from Kaggle, but the author, organization, and last update date are unknown. The dataset likely contains details of online purchases and sales events.
NASA's Curiosity and Perseverance rovers collected evolved gas analysis mass spectrometry (EGA-MS) data to assess the past habitability of Mars. The data was provided by NASA Goddard Space Flight Center and Johnson Space Center, processed with the help of SAM scientists for machine learning challenges. All data from the Sample Analysis at Mars (SAM) instrument suite is archived in NASA's Planetary Data System.