{"url":"/dataset/mario-ai","name":"Mario AI","full_name":"Mario AI","description_markdown":"**Mario AI** was a benchmark environment for reinforcement learning. The gameplay in Mario AI, as in the original Nintendo’s version, consists in moving the controlled character, namely Mario, through two-dimensional levels, which are viewed sideways. Mario can walk and run to the right and left, jump, and (depending on which state he is in) shoot fireballs. Gravity acts on Mario, making it necessary to jump over cliffs to get past them. Mario can be in one of three states: Small, Big (can kill enemies by jumping onto them), and Fire (can shoot fireballs).\r\n\r\nSource: [https://github.com/zerg000000/mario-ai](https://github.com/zerg000000/mario-ai)\r\nImage Source: [http://julian.togelius.com/Karakovskiy2012The.pdf](http://julian.togelius.com/Karakovskiy2012The.pdf)","description_withheld":null,"homepage":"https://github.com/zerg000000/mario-ai","introduced_date":"2010-01-01","introduced_date_note":null,"introduced_by":{"paper":null,"title":"The 2009 Mario AI Competition","first_author":null,"url":"https://doi.org/10.1109/CEC.2010.5586133"},"license":null,"modalities":[{"name":"Environment","url":"/datasets/modality/environment"}],"tasks":[{"name":"SNES Games","url":"/task/snes-games","datasets_with_task":"/datasets/task/snes-games"},{"name":"Real-Time Strategy Games","url":"/task/real-time-strategy-games","datasets_with_task":"/datasets/task/real-time-strategy-games"},{"name":"Starcraft","url":"/task/starcraft","datasets_with_task":"/datasets/task/starcraft"}],"languages":[],"variants":["Mario AI"],"data_loaders":[{"repo":"https://github.com/zerg000000/mario-ai","url":"https://github.com/zerg000000/mario-ai","frameworks":[]}],"num_papers_in_archive":11,"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."}