{"id":"https://openalex.org/W4224991914","doi":"https://doi.org/10.24963/ijcai.2022/436","title":"Data Augmentation for Learning to Play in Text-Based Games","display_name":"Data Augmentation for Learning to Play in Text-Based Games","publication_year":2022,"publication_date":"2022-07-01","ids":{"openalex":"https://openalex.org/W4224991914","doi":"https://doi.org/10.24963/ijcai.2022/436"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2022/436","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2022/436","pdf_url":"https://www.ijcai.org/proceedings/2022/0436.pdf","source":{"id":"https://openalex.org/S4363608755","display_name":"Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.ijcai.org/proceedings/2022/0436.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062380251","display_name":"Jinhyeon Kim","orcid":"https://orcid.org/0000-0002-4211-6314"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]},{"id":"https://openalex.org/I3130020584","display_name":"International Graduate School of English","ror":"https://ror.org/0181xpd52","country_code":"KR","type":"education","lineage":["https://openalex.org/I3130020584"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jinhyeon Kim","raw_affiliation_strings":["Kim Jaechul Graduate School of AI, KAIST","Skelter Labs"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kim Jaechul Graduate School of AI, KAIST","institution_ids":["https://openalex.org/I3130020584","https://openalex.org/I157485424"]},{"raw_affiliation_string":"Skelter Labs","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074569524","display_name":"Kee-Eung Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]},{"id":"https://openalex.org/I3130020584","display_name":"International Graduate School of English","ror":"https://ror.org/0181xpd52","country_code":"KR","type":"education","lineage":["https://openalex.org/I3130020584"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kee-Eung Kim","raw_affiliation_strings":["Kim Jaechul Graduate School of AI, KAIST"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kim Jaechul Graduate School of AI, KAIST","institution_ids":["https://openalex.org/I3130020584","https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0238537,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3143","last_page":"3149"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.7894439697265625},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7674902677536011},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7328084707260132},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6675585508346558},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.6615176796913147},{"id":"https://openalex.org/keywords/phrase","display_name":"Phrase","score":0.6176689267158508},{"id":"https://openalex.org/keywords/permutation","display_name":"Permutation (music)","score":0.5714711546897888},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5527589917182922},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5419543385505676},{"id":"https://openalex.org/keywords/transition","display_name":"Transition (genetics)","score":0.49855804443359375},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.36036813259124756},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34963011741638184},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08428943157196045}],"concepts":[{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.7894439697265625},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7674902677536011},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7328084707260132},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6675585508346558},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.6615176796913147},{"id":"https://openalex.org/C2776224158","wikidata":"https://www.wikidata.org/wiki/Q187931","display_name":"Phrase","level":2,"score":0.6176689267158508},{"id":"https://openalex.org/C21308566","wikidata":"https://www.wikidata.org/wiki/Q7169365","display_name":"Permutation (music)","level":2,"score":0.5714711546897888},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5527589917182922},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5419543385505676},{"id":"https://openalex.org/C194232998","wikidata":"https://www.wikidata.org/wiki/Q1606712","display_name":"Transition (genetics)","level":3,"score":0.49855804443359375},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.36036813259124756},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34963011741638184},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08428943157196045},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2022/436","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2022/436","pdf_url":"https://www.ijcai.org/proceedings/2022/0436.pdf","source":{"id":"https://openalex.org/S4363608755","display_name":"Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2022/436","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2022/436","pdf_url":"https://www.ijcai.org/proceedings/2022/0436.pdf","source":{"id":"https://openalex.org/S4363608755","display_name":"Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.46000000834465027}],"awards":[{"id":"https://openalex.org/G1478288009","display_name":null,"funder_award_id":"2021-0-02068","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G1701955658","display_name":null,"funder_award_id":"22ZS1100","funder_id":"https://openalex.org/F4320322093","funder_display_name":"Electronics and Telecommunications Research Institute"},{"id":"https://openalex.org/G1769687045","display_name":null,"funder_award_id":"2019-0-00075","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G4628738581","display_name":null,"funder_award_id":"No. 2019-0-00075","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G4643994530","display_name":null,"funder_award_id":"2021-0-02068","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G5415505637","display_name":null,"funder_award_id":"2019-0-00075","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G8652231586","display_name":null,"funder_award_id":"No. 2021-0-02068","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322093","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4224991914.pdf","grobid_xml":"https://content.openalex.org/works/W4224991914.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W2145339207","https://openalex.org/W2604314403","https://openalex.org/W2746553466","https://openalex.org/W2810346659","https://openalex.org/W2962721878","https://openalex.org/W2998557583","https://openalex.org/W3021708257","https://openalex.org/W3034284249","https://openalex.org/W3035850279","https://openalex.org/W3104429108","https://openalex.org/W4287811291","https://openalex.org/W4297789758","https://openalex.org/W4385245566"],"related_works":["https://openalex.org/W4231704780","https://openalex.org/W2083794993","https://openalex.org/W352609212","https://openalex.org/W4200340037","https://openalex.org/W1511772879","https://openalex.org/W4379115841","https://openalex.org/W2039546652","https://openalex.org/W608917066","https://openalex.org/W4283652261","https://openalex.org/W585424826"],"abstract_inverted_index":{"Improving":[0],"generalization":[1,22],"in":[2,23,31,68,79,82],"text-based":[3,44,56,89],"games":[4],"serves":[5],"as":[6,65],"a":[7,50],"useful":[8],"stepping-stone":[9],"towards":[10],"reinforcement":[11],"learning":[12],"(RL)":[13],"agents":[14],"with":[15],"generic":[16],"linguistic":[17],"ability.":[18],"Data":[19],"augmentation":[20,53],"for":[21,43,55,88],"RL":[24],"has":[25],"shown":[26],"to":[27],"be":[28],"very":[29],"successful":[30],"classic":[32],"control":[33],"and":[34],"visual":[35],"tasks,":[36],"but":[37],"there":[38],"is":[39],"no":[40],"prior":[41],"work":[42],"games.":[45,90],"We":[46,72],"propose":[47],"Transition-Matching":[48],"Permutation,":[49],"novel":[51],"data":[52],"technique":[54,77],"games,":[57],"where":[58],"we":[59],"identify":[60],"phrase":[61],"permutations":[62],"that":[63,74],"match":[64],"many":[66],"transitions":[67],"the":[69,83],"trajectory":[70],"data.":[71],"show":[73],"applying":[75],"this":[76],"results":[78],"state-of-the-art":[80],"performance":[81],"Cooking":[84],"Game":[85],"benchmark":[86],"suite":[87]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}