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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
8,906 datasets
Raw measurements of dentinal tubule diameters obtained via scanning electron microscopy before and after treatment with desensitizing dentifrices. The dataset supports a manuscript submitted to the Journal of Dental Research and includes statistical analyses for result reproduction. Data are anonymized and derived from in vitro experimental procedures.
Australian Ocean Data Network provides underway sea surface temperature observations collected on the merchant vessel MV Portland traveling between Fremantle, Western Australia and Melbourne, Victoria. The Bureau of Meteorology has quality-controlled the data, which is supplied with a near real-time aim of within 24 hours. The dataset was last updated on 2026-04-29.
Near real-time Sea Surface Temperature observations collected daily from the merchant vessel Fantasea Wonder on its route between Shute Harbour and Hardy Reef. Data includes skin and bulk SST from two sensor types, quality-controlled by the Bureau of Meteorology and provided as 1-minute averages. The dataset is part of the IMOS Ships of Opportunity program, aiming to supply SST data within 24 hours of collection.
Global Affairs Canada uses internal audits to ensure efficient use of public funds for foreign affairs, international development, and trade programs. The Office of the Chief Audit Executive reviews management practices and controls, leading to recommendations and detailed management action plans. These plans guide oversight and fund usage for programs delivered in Canada and at missions worldwide.
Global Affairs Canada performs internal audits of its foreign affairs, international development and trade programs. The audit process reviews management practices and controls to ensure the efficient use of public funds. The Office of the Chief Audit Executive leads this work and provides follow-up guidance to ensure recommendations are implemented.
Point load test data for salt samples collected from the Northwich Halite Member at the Winsford Mine in Cheshire, UK. The dataset is compiled into a single Microsoft Excel file, with each row representing an individual test conducted in the Rock Mechanics and Physics Laboratory at the British Geological Survey, Keyworth. For each test, measurements of sample length, diameter, and peak load are provided, along with calculated point load strength indices and estimates of unconfined compressive strength.
Parameters used in a simulation study of computation offloading strategies for edge computing in the Internet of Ships. The dataset was authored by Shengtian Zhang and last updated on May 11, 2026. It is a 5.5 KB Excel file.
Network parameters for the Action-Factorized Rainbow DQN with Token Transformer algorithm, authored by Shengtian Zhang and uploaded to figshare in May 2026. The 5.5 KB dataset contains experimental results for a deep reinforcement learning method designed to optimize computation offloading strategies in Edge Computing-enabled Internet of Ships environments.
A 5.5 KB dataset by Shengtian Zhang, last updated in May 2026, supports research into computation offloading for maritime digitalization. It contains three feature groups designed for evaluating a deep reinforcement learning algorithm that optimizes latency and energy consumption in dynamic maritime environments. The dataset is licensed under CC-BY-4.0 and is stored in an XLS file format.
Experimental results from an ablation study of the action-factorized Rainbow DQN with token Transformer algorithm. The dataset, shared by Shengtian Zhang on figshare under CC-BY-4.0, was last updated on 2026-05-11. It contains results demonstrating the algorithm's performance on a weighted latency-energy objective in an edge computing-enabled Internet of Ships environment.
Quality-controlled Sea Surface Temperature underway observations collected by the Bureau of Meteorology. Data originates from trips of the merchant vessel MV Highland Chief between Melbourne and Papua New Guinea, covering New Zealand, New Caledonia, and Solomon Islands. The Ships of Opportunity sub-facility aims to supply near real-time SST data within 24 hours.
A 16.5 GB repository of pre-processed image frames and trained models for a study on autofluorescence patterns in human pancreatic islets. The data and code were authored by Ivano Squiccimarro and last updated in May 2026. The repository includes raw data, pre-trained machine learning models, and comprehensive analysis results.
State Penalties Enforcement Registry payments received by SA4 regions in Queensland. The dataset is provided by the Queensland Treasury and was last updated on 2026-05-04. It likely contains records of payments made to the enforcement registry across statistical area level 4 regions.
Sea Surface Temperature (SST) data collected every 3 hours on trips of the merchant vessel Stadacona (callsign C6FS9). Bulk SST is measured by an SBE48 hull contact sensor installed in the engine compartment at a depth varying from 2 to 7 meters. The data are quality controlled by the Bureau of Meteorology and daily files are available from eMII shortly after 0000 UTC.
Hourly Sea Surface Temperature data collected via a hull contact sensor on the merchant vessel Iron Yandi. The Bureau of Meteorology quality controls the instantaneous measurements, which are available in daily files shortly after 0000 UTC. Sensor depth varies from 1 to 10 meters depending on vessel loading.
20.7 KB of Excel data from a study of the Frasassi cave system, published by Mackenzie B. Best on figshare in May 2026. The dataset supports findings on ammonia volatilization as a novel nitrogen source for acidic biofilms and invertebrates in a sulfidic cave ecosystem.
Hourly sea surface temperature measurements collected by a hull-contact sensor on the merchant vessel Spirit of Tasmania II during its daily ferry route between Melbourne and Devonport. The data are quality controlled by the Bureau of Meteorology and supplied via the Australian Volunteer Observing Fleet. The Ships of Opportunity Sub-Facility aims to provide near real-time data within 24 hours of collection.
ACAPS analysts conduct daily monitoring and independent analysis of more than 150 countries to produce this list of identified risks. The information supports evidence-based decision-making in the humanitarian sector and is sourced from publicly available data and expert opinions. The dataset was last updated on 2026-05-14.
24.1 MB PDF document by Afonso Fernandes-Oliveira, last updated in May 2026, investigating multispectral aerial and satellite imagery for wildfire surveillance. The study evaluates indices like NDVI, MNDWI, and MSR for extracting critical environmental features such as vegetation, water bodies, and artificial structures to enhance wildfire data processing.
59.8 KB Excel file authored by Raphaël Faiss, summarizing a perspective article on altitude training. The dataset, last updated on 2026-05-11, likely contains a structured review of strategies like 'live high-train high' and their links to physiological adaptations such as erythropoiesis.