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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
9,903 datasets
Geographic coordinates collected for the Soil Moisture Experiment 2003 (SMEX03) in Oklahoma. The dataset is an ancillary product from the experiment, managed by the NSIDC. Documentation and support for this data set are limited as they were provided solely by the Principal Investigator(s).
Australian coastal waters data was collected by the 'Sensors on Tropical Research Vessels' sub-facility aboard the RV Solander during Trip 8773. The dataset is part of the Integrated Marine Observing System's Ships of Opportunity program, managed by the Australian Ocean Data Network. It was collected from March 15 to March 21, 2026, and last updated in April 2026.
Vicmap Land Administration Themes provides a point layer of centroids for land parcels, properties, and road casements in Victoria. The dataset supports feature versioning and editing chaining through attributes like UFI_RETIRED and UFI_OLD. It is a raw superset of VMPROP_CENTROID, showing both current and retired feature states.
Projects and transformative strategies referred to Canada's Major Projects Office, launched in August 2025. The dataset provides open access to key information for layering with other federal data to support regulatory analysis and decision-making.
Monthly financial transaction records for expenditures exceeding £25,000 made by The Christie NHS Foundation Trust. The dataset is published as part of the UK government's commitment to expenditure transparency. It is updated monthly by the trust.
A 5.5 KB Excel dataset provides greenhouse climate parameters for benchmarking reinforcement learning control algorithms. It was created by Iman Hindi and published on figshare in 2026, supporting research in optimizing crop yield and resource consumption.
5.5 KB Excel file contains greenhouse climate control setpoints used to benchmark reinforcement learning algorithms. The dataset, authored by Iman Hindi and updated in March 2026, supports research on optimizing temperature, CO₂, and irrigation for crop yield and resource efficiency.
Outside weather parameters for a reinforcement learning greenhouse climate control study. The dataset is 5.5 KB in size and contains features used to predict internal climate, crop growth, and resource consumption. It was created by Iman Hindi for a 2026 paper benchmarking RL algorithms like TD3.
Supporting information for a reinforcement learning framework optimizing greenhouse climate control. The data includes simulated metrics for crop parameters like stem elongation and resource consumption costs for heating and CO2. It was authored by Iman Hindi and last updated in March 2026.
710 individuals with disabilities in Western Kenya provided responses for a six-item psychometric scale measuring interpersonal stigma. The dataset contains the validated scale items used to assess experienced stigma, created by Anita Jeyam and published in March 2026. It is a small, focused dataset of 9.5 KB stored in an XLS file.
Scale items measure enacted and experienced disability-related stigma among smallholder farmers in Western Kenya. The dataset contains psychometric analysis results from a study of 3,642 participants for enacted stigma and 710 for experienced stigma. Anita Jeyam published the data in March 2026.
Supporting materials for a 2026 study on the cross-cultural adaptation and psychometric validation of the Chinese version of the Attrakdiff 2 user experience evaluation tool. The repository contains questionnaire translation tables, item wording, and related documentation, shared by author Xin XU to support transparency and reproducibility. It does not include participant-level questionnaire responses.
Jia Jia Lee's dataset supports quantitative analyses of knowledge toward the return and disposal of unused medicines. The 22.2 KB XLS file contains de-identified pre- and post-test data. It was last updated on April 20, -2026.
A 9.5 KB Excel file containing data for evaluating research hypotheses and their supported outcomes. The dataset was authored by Mallika Roy and last updated on April 20, 2026. It is shared under a CC-BY-4.0 license on the figshare platform.
91.7 KB of clinical data in SAV format, published by Edith A. Fernández Figueroa on figshare under a CC-BY-4.0 license. The file serves as the supporting information for a specific manuscript and was last updated on April 20, 2026.
A 45.4 KB minimal data set containing underlying data, shared by Paula Marcus on figshare. The file is in XLSX format and was last updated on April 20, 2026.
163.5 KB of tabular data in XLSX format, authored by Stefano Sellitto and last updated on 2026-04-20. The table contains the underlying numerical values for all data presented in graphical form in an associated publication.
A 5.5 KB dataset from figshare, last updated on 2026-04-20. It contains dopamine concentration measurements in hippocampal cell culture medium, specifically examining the effects of morphine and AT121 (10 µg/mL) at a 30-minute time point. The dataset was authored by Baraa E. Elawy and is shared under a CC-BY-4.0 license.
Experimental data supporting a manuscript investigating coir fiber as a biodegradable material for coral reef restoration. The data likely contains results from three experiments on larval and microfragment interactions and saltwater biodegradation. The dataset is hosted by the Australian Ocean Data Network and was last updated in April 2026.
Preliminary National Defence transition materials were provided to the Deputy Minister of National Defence upon appointment on January 29, 2026. The materials are published by National Defence | Défense nationale under the OGL-CA-2.0 license and were last updated on April 17, 2026.