{"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/photo-realistic-blocksworld-dataset","title":"Photo-Realistic Blocksworld Dataset","arxiv_id":"1812.01818","date":"2018-12-05","proceeding":null,"authors":["Masataro Asai"],"abstract":"In this report, we introduce an artificial dataset generator for\nPhoto-realistic Blocksworld domain. Blocksworld is one of the oldest high-level\ntask planning domain that is well defined but contains sufficient complexity,\ne.g., the conflicting subgoals and the decomposability into subproblems. We aim\nto make this dataset a benchmark for Neural-Symbolic integrated systems and\naccelerate the research in this area. The key advantage of such systems is the\nability to obtain a symbolic model from the real-world input and perform a\nfast, systematic, complete algorithm for symbolic reasoning, without any\nsupervision and the reward signal from the environment.","url_abs":"http://arxiv.org/abs/1812.01818v1","url_pdf":"http://arxiv.org/pdf/1812.01818v1.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":"photo-realistic-blocksworld-dataset","repo_url":"https://github.com/ibm/photorealistic-blocksworld","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":0,"framework":"none","reach":null}],"tasks":[{"task_slug":"task-planning","task_name":"Task Planning"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}