{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/deepmind-lab","title":"DeepMind Lab","arxiv_id":"1612.03801","date":"2016-12-12","proceeding":null,"authors":["Charles Beattie","Joel Z. Leibo","Denis Teplyashin","Tom Ward","Marcus Wainwright","Heinrich Küttler","Andrew Lefrancq","Simon Green","Víctor Valdés","Amir Sadik","Julian Schrittwieser","Keith Anderson","Sarah York","Max Cant","Adam Cain","Adrian Bolton","Stephen Gaffney","Helen King","Demis Hassabis","Shane Legg","Stig Petersen"],"abstract":"DeepMind Lab is a first-person 3D game platform designed for research and\ndevelopment of general artificial intelligence and machine learning systems.\nDeepMind Lab can be used to study how autonomous artificial agents may learn\ncomplex tasks in large, partially observed, and visually diverse worlds.\nDeepMind Lab has a simple and flexible API enabling creative task-designs and\nnovel AI-designs to be explored and quickly iterated upon. It is powered by a\nfast and widely recognised game engine, and tailored for effective use by the\nresearch community.","url_abs":"http://arxiv.org/abs/1612.03801v2","url_pdf":"http://arxiv.org/pdf/1612.03801v2.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"deepmind-lab","repo_url":"https://github.com/deepmind/lab","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":{"status":"ok","spdx":"NOASSERTION"}},{"paper_slug":"deepmind-lab","repo_url":"https://github.com/deepmind/labmaze","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":{"status":"ok","spdx":"Apache-2.0"}},{"paper_slug":"deepmind-lab","repo_url":"https://github.com/google-deepmind/lab","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":{"status":"ok","spdx":"NOASSERTION"}},{"paper_slug":"deepmind-lab","repo_url":"https://github.com/jkulhanek/dmhouse","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":{"status":"ok","spdx":"NOASSERTION"}},{"paper_slug":"deepmind-lab","repo_url":"https://github.com/jkulhanek/dmlab-vn","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":{"status":"ok","spdx":"NOASSERTION"}}],"tasks":[{"task_slug":"machine-learning","task_name":"BIG-bench Machine Learning"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=1612.03801","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}