{"url":"/dataset/og-marl","name":"OG-MARL","full_name":"Off-the-Grid MARL Datasets","description_markdown":"Diverse datasets for offline multi-agent reinforcement learning research. Includes datasets for popular MARL benchmark environments such as:\r\n\r\n* MAMuJoCo\r\n* SMAC v1 & v2\r\n* PettingZoo\r\n* FlatLand\r\n* CityLearn","description_withheld":null,"homepage":"https://sites.google.com/view/og-marl","introduced_date":"2023-02-01","introduced_date_note":null,"introduced_by":{"paper":"/paper/off-the-grid-marl-a-framework-for-dataset","title":"Off-the-Grid MARL: Datasets with Baselines for Offline Multi-Agent Reinforcement Learning","first_author":"Claude Formanek","url":null},"license":{"name":"CC BY-NC-SA","url":"https://paperswithcode.com/datasets/license"},"modalities":[],"tasks":[{"name":"Multi-agent Reinforcement Learning","url":"/task/multi-agent-reinforcement-learning","datasets_with_task":"/datasets/task/multi-agent-reinforcement-learning"}],"languages":[],"variants":["OG-MARL"],"data_loaders":[],"num_papers_in_archive":6,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}