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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
8,968 datasets
Fisheries and Oceans Canada collected 3,605 high-resolution still images and over 54 hours of video footage during a two-year benthic survey. The survey covered approximately 47 kilometers across 41 drift-camera transects within the 4,364 km² St. Anns Bank Marine Protected Area, with depths ranging from 17 to 144 meters. Imagery was captured from August 2023 to August 2024 to support monitoring of unique bathymetric features and benthoscapes.
From 1997 to 2025, this dataset tracks the number of Canadian Armed Forces Regular Force members by rank. It is published by Military Personnel Command (MPC) of National Defence to support open government principles. MPC notes that data may appear differently in other historic or future reports.
A dataset from datos.gov.co, last updated on 2026-05-21, listing properties in Colombia that have legal or social limitations preventing their use for compensation or project development. The data includes columns for municipality, department, administrative acts, and geospatial shapes, suggesting coverage across multiple Colombian regions.
Canadian Armed Forces Regular Force attrition rates for Officers and Non-Commissioned Members from 1998 to 2025. The dataset is provided by the Military Personnel Command of National Defence in support of Open Government principles. It was last updated on April 29, 2026.
Total numbers of Female Officers and Non-Commissioned Members in the Canadian Armed Forces from 1997 to 2025. Military Personnel Command (MPC) compiled this data to support the release of accurate and timely information in line with Open Government principles. The dataset was last updated on April 29, 2026.
Canadian Armed Forces personnel data from 1997 to 2025, representing the total number of Officers and Non-Commissioned Members (NCMs). Military Personnel Command (MPC) provides this information in line with Open Government principles, with data last updated in April 2026.
305 Antarctic krill had their head and tail coordinates recorded using an array of 10 GoPro Hero-8 cameras. The data was collected during the RV Investigator voyage IN2021_V01 from 29 January to 24 March 2021 to support krill biomass estimates for catch limits in CCAMLR's Division 58.4.2-East. The dataset is provided by the Australian Ocean Data Network and includes two parts: orientation coordinates and track coordinates from video frames.
A dataset of molecular candidates for electrochemical devices, generated using a reinforcement learning framework. The molecules were designed to optimize multiple properties, including viscosity, boiling point, and HOMO energy, with validation from physics-based simulations. The dataset was authored by Mohammad Atif Faiz Afzal and last updated in April 2026.
A dataset of 200 candidate molecules for electrolyte solvents, generated and validated via a reinforcement learning framework. The molecules were designed to optimize multiple properties, including viscosity, boiling point, and HOMO energy, using molecular dynamics and density functional theory simulations. The dataset was created by Mohammad Atif Faiz Afzal and last updated on 2026-04-23.
Fluorometric chlorophyll-a analyses collected during the RV Investigator voyage IN2024_T01 from 9 to 20 March 2024. The dataset provides indicators of phytoplankton biomass from underway seawater and CTD collections along a transit from Fremantle to Hobart. It is contributed by the Australian Ocean Data Network to support studies of marine primary productivity.
Supporting data for a study on the dynamic transformation between focal adhesions and reticular adhesions. The dataset, authored by Tsun Chiu Lee and last updated on 2026-05-19, likely contains measurements related to integrin subunit ratios, protein recruitment, and cell motility on vitronectin-coated surfaces.
Marital Status for Non-Commissioned Members provides counts and percentages of marital status types for Regular Forces personnel from 1997 to 2025. The dataset originates from the Chief of Military Personnel (CMP) annual report, which oversees personnel management for the Canadian Armed Forces. It was published by National Defence and last updated on the open_canada platform in April 2026.
A 13.5 KB dataset by Essam Y. Abdul-Hafeez, published in April 2026, containing experimental results on the bioactivity of a methanolic fruit extract. It documents phytochemical composition, antioxidant capacity (IC50 31.77 μg mL⁻¹), antimicrobial inhibition zones, and selective cytotoxicity against human cancer cell lines. The data originates from in vitro laboratory assays.
MODIS Airborne Simulator calibrated radiance data provides high-resolution airborne measurements supporting MODIS satellite algorithm development. The sensor, developed by Daedalus Enterprises for NASA's ER-2 aircraft, emulates MODIS spectral channels at a 50-meter spatial resolution. It has been deployed for multiple field campaigns since its first mission in 1991.
NASA's Rosetta spacecraft OSIRIS Narrow Angle Camera captured radiometric calibrated image data in W/m^2/sr/nm during its COMMISSIONING 2 phase. The data covers the period from 2004-09-06 to 2004-10 16, with the prime objective being instrument commissioning and calibration. This version V1.0 is a reprocessed and split subset of the original COMMISSIONING data set.
2018 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-meter resolution raster grids. This research was supported by the National Environmental Science Program (NESP) Marine Biodiversity Hub.
A 2.9 MB XLSX file containing measurements of cellular dTTP quantity, as described by author Yoshihiro Matsumoto. The dataset was last updated on May 27, 2026, and is shared under a CC-BY-4.0 license on figshare.
Cellular dTTP quantity, dataset #2. The dataset is a 3.0 MB XLSX file authored by Yoshihiro Matsumoto and last updated on May 27, 2026. It is shared under a CC-BY-4.0 license on the figshare platform.
Cellular dTTP quantity measurements are provided in this dataset. The data was authored by Yoshihiro Matsumoto and last updated on May 27, 2026. It is available as a 3.0 MB XLSX file under a CC-BY-4.0 license on figshare.
SMEX04 Land Use Classification Data, Arizona, Version 1 provides land use classifications for modeling and scaling hydrologic variables as part of the Soil Moisture Experiment of 2004. The dataset is produced by the National Aeronautics and Space Administration. Support and documentation for this data set may be limited as it was provided solely by the Principal Investigator(s) and not further reviewed by NSIDC.