Description: These realistic synthetic datasets can be downloaded freely, for example to develop offline reinforcement learning algorithms.
Read the research paper on the use of Generative Adversarial Networks (GANs) to create synthetic datasets and their evaluation in terms of accuracy and disclosure risk.
Select a dataset to download or view documentation.
This dataset comprises vital signs, lab tests, administered fluid boluses and vasopressors for 3,910 patients with acute hypotension in the intensive care unit.