{"url":"/dataset/atari-grand-challenge","name":"Atari Grand Challenge","full_name":null,"description_markdown":"The **Atari Grand Challenge** dataset is a large dataset of human Atari 2600 replays. It consists of replays for 5 different games:\r\n* Space Invaders (445 episodes, 2M frames)\r\n* Q*bert (659 episodes, 1.6M frames)\r\n* Ms.Pacman (384 episodes, 1.7M frames)\r\n* Video Pinball (211 episodes, 1.5M frames)\r\n* Montezuma’s revenge (668 episodes, 2.7M frames)\r\n\r\nSource: [https://arxiv.org/pdf/1705.10998.pdf](https://arxiv.org/pdf/1705.10998.pdf)\r\nImage Source: [https://arxiv.org/pdf/1705.10998.pdf](https://arxiv.org/pdf/1705.10998.pdf)","description_withheld":null,"homepage":"https://github.com/yobibyte/atarigrandchallenge","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/the-atari-grand-challenge-dataset","title":"The Atari Grand Challenge Dataset","first_author":"Vitaly Kurin","url":null},"license":{"name":"Unknown","url":null},"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Videos","url":"/datasets/modality/videos"}],"tasks":[{"name":"Speech Recognition","url":"/task/speech-recognition","datasets_with_task":"/datasets/task/speech-recognition"},{"name":"Atari Games","url":"/task/atari-games","datasets_with_task":"/datasets/task/atari-games"},{"name":"Imitation Learning","url":"/task/imitation-learning","datasets_with_task":"/datasets/task/imitation-learning"}],"languages":[],"variants":["Atari Grand Challenge"],"data_loaders":[{"repo":"https://github.com/yobibyte/atarigrandchallenge","url":"https://github.com/yobibyte/atarigrandchallenge","frameworks":[]}],"num_papers_in_archive":7,"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":"2026-09-25T09:33:49+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."}