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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
11,211 datasets
Geoscience Australia compiled bathymetry and topography data for Australia and its Exclusive Economic Zone. The 2009 bathymetry data integrates multibeam and single beam soundings, while onshore topography is based on a revised 0.0025-degree grid. In areas lacking direct soundings, the grid incorporates satellite-derived bathymetry from ETOPO models.
A collection of databases for calculating the true costs of food using Life Cycle Assessment methodologies. The data, provided by Wageningen University & Research, can be used to assess environmental and social effects and to monetize these impacts. The paper emphasizes the necessity of collecting specific primary data depending on the assessment goal.
Kale is a system designed to bridge interactive Jupyter Notebook environments with high-performance computing workflows. It was introduced by author Shreyas Cholia to address the fragmented workflow scientists face when moving between interactive analysis and asynchronous batch processing. The system aims to facilitate rapid, iterative scientific inquiry by leveraging distributed computational resources.
Supplementary material from a 2021 IEEE VISSOFT conference paper by researchers at the University of Stuttgart. It includes data, task descriptions, and results from an expert study on transient behavior in microservice systems. The material also contains prototype code for a dashboard, chatbot, and backend webservice.
Eric Heiden at the University of Southern California proposes a database of 300,000 companies built from the Internet Archive Wayback Machine. The WTNIC project aims to support analyses of market structure and competition by creating company profiles from archived web pages. Machine learning techniques are intended to define company similarity based on their product and service offerings.
GazeBase consists of 12,334 monocular eye-movement recordings captured from 322 college-aged subjects over 37 months. Subjects completed seven tasks per session, including fixation, saccade, reading, video viewing, and gaming tasks, using an EyeLink 1000 tracker at 1,000 Hz. The dataset was created by Henry Griffith for research in eye movement biometrics and machine learning applications.
Experimental data supports the preprint 'Experimental Observation of the 2D-1D Dimensional Crossover in Strongly Interacting Ultracold Bosons'. The Innsbruck team, including author Yanliang Guo, acknowledges funding from a Wittgenstein prize grant, the European Research Council, and the Swiss National Science Foundation. Numerical calculations used the ALPS scheduler library and statistical analysis tools.
An experimental study with a broad national sample of U.S. residents examines the motives behind support for harsh interrogation techniques. The research suggests support is driven by retributive motives, mediated by the perceived moral status of the target, not perceived effectiveness. The dataset likely contains survey or experimental results from this study, authored by Avani Mehta Sood of the University of California, Berkeley.
Four laboratory experiments investigate whether probability beliefs must 'sink in' to become behavior-affecting reference points, as opposed to merely being lagged. The study replicates past experiments on Kőszegi and Rabin's model of expectations-based reference-dependent preferences, adding new visual and physical sink-in manipulations. The author is Ori Heffetz from the University of California, Berkeley.
European Food Safety Authority (EFSA) produced 28 pest datasheets and 28 supporting pest reports under a European Commission mandate. The outputs are part of a technical assistance request to qualify quarantine pests as priority pests under Regulation (EU) 2016/2031. EFSA acknowledges contributions from specific experts and reviewers.
Two Excel files and one XML file from the European Food Safety Authority provide guidance for reporting sample-based prevalence data. The files help map terms from the ZOO_CAT_MATRIX catalogue to FoodEx2 codes and offer examples for reporting and aggregating data. This supporting publication aids countries in submitting data to the EFSA Data Collection Framework.
EFSA produced 28 pest datasheets and reports under European Commission mandate M-2017-0056. The outputs support the technical assessment of quarantine pests qualifying as priority pests under Regulation (EU) 2016/2031. The collection includes a methodology report and detailed profiles for each candidate pest.
EFSA produced 28 pest datasheets and 28 supporting pest reports for candidate priority quarantine pests under a European Commission mandate. The work includes a methodology report and acknowledges contributions from several external experts. The data likely contains structured information to support the ranking of pests under EU plant health regulations.
European Food Safety Authority (EFSA) produced 28 datasheets and 28 supporting pest reports for candidate priority pests under European Commission mandate M-2017-0056. The outputs include a methodology report and technical assistance for ranking pests under Regulation (EU) 2016/2031. EFSA acknowledges contributions from Anna Maria Vettraino and reviewer Christer Magnusson.
28 pest datasheets and supporting reports were produced by the European Food Safety Authority under a European Commission mandate. The dataset likely contains structured assessments for ranking candidate quarantine pests under EU plant health regulations. It is based on expert knowledge elicitation and includes a methodology report.
European Food Safety Authority (EFSA) produced a pest report and datasheet for Anthonomus eugenii as part of a technical assistance mandate from the European Commission. The work supports ranking 28 candidate pests under EU plant health regulations. EFSA acknowledges contributions from Antoon Loomans and Antonio Biondi to the expert knowledge elicitation and review by Josep Anton Jaques Miret.
European Food Safety Authority (EFSA) produced a pest report and datasheet for Xanthomonas citri. The files are part of a larger set of 28 datasheets and pest reports created under a European Commission mandate to support the ranking of candidate priority quarantine pests. EFSA acknowledges contributions from several experts in plant pathology and pest risk assessment.
Two files containing 28 pest datasheets and 28 supporting pest reports produced by the European Food Safety Authority (EFSA) under a European Commission mandate. The outputs are part of a technical assistance request to qualify quarantine pests as priority pests under Regulation (EU) 2016/2031. EFSA acknowledges contributions from Mariangela Ciampitti, Bjorn Hoppe, and reviewer Christian MacQuarrie.
European Union data comprises 28 pest datasheets and supporting reports produced by the European Food Safety Authority under Commission mandate M-2017-0056. The dataset supports the ranking of quarantine pests qualifying as priority pests under Regulation (EU) 2016/2031 on protective plant health measures. It includes a methodology report and detailed information for each candidate pest, such as Grapevine flavescence dorée.
Two files from a European Food Safety Authority (EFSA) technical assistance mandate for the European Commission. The outputs include a methodology report, 28 datasheets, and 28 pest reports for candidate quarantine pests. The contribution of several experts to the expert knowledge elicitation and review process is acknowledged.