{"id":"https://openalex.org/W4406321697","doi":"https://doi.org/10.1109/tg.2025.3528371","title":"WemiEnv: An Open-Source Reinforcement Learning Platform for WeChat Mini-Games","display_name":"WemiEnv: An Open-Source Reinforcement Learning Platform for WeChat Mini-Games","publication_year":2025,"publication_date":"2025-01-13","ids":{"openalex":"https://openalex.org/W4406321697","doi":"https://doi.org/10.1109/tg.2025.3528371"},"language":"en","primary_location":{"id":"doi:10.1109/tg.2025.3528371","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tg.2025.3528371","pdf_url":null,"source":{"id":"https://openalex.org/S4210224842","display_name":"IEEE Transactions on Games","issn_l":"2475-1502","issn":["2475-1502","2475-1510"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Games","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085669660","display_name":"Longxiang Shi","orcid":"https://orcid.org/0000-0003-4334-1182"},"institutions":[{"id":"https://openalex.org/I4400573310","display_name":"Hangzhou City University","ror":"https://ror.org/01wck0s05","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573310"]},{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Longxiang Shi","raw_affiliation_strings":["Department of Computer and Computing Science, Hangzhou City University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-4334-1182","affiliations":[{"raw_affiliation_string":"Department of Computer and Computing Science, Hangzhou City University, Hangzhou, China","institution_ids":["https://openalex.org/I4400573310","https://openalex.org/I6469544"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115862976","display_name":"Qianchen Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I4400573310","display_name":"Hangzhou City University","ror":"https://ror.org/01wck0s05","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573310"]},{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Qianchen Ding","raw_affiliation_strings":["Department of Computer and Computing Science, Hangzhou City University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Computing Science, Hangzhou City University, Hangzhou, China","institution_ids":["https://openalex.org/I4400573310","https://openalex.org/I6469544"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jingzhe Hou","orcid":null},"institutions":[{"id":"https://openalex.org/I4400573310","display_name":"Hangzhou City University","ror":"https://ror.org/01wck0s05","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573310"]},{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Jingzhe Hou","raw_affiliation_strings":["Department of Computer and Computing Science, Hangzhou City University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Computing Science, Hangzhou City University, Hangzhou, China","institution_ids":["https://openalex.org/I4400573310","https://openalex.org/I6469544"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030936553","display_name":"Binbin Zhou","orcid":"https://orcid.org/0000-0002-9141-8474"},"institutions":[{"id":"https://openalex.org/I4400573310","display_name":"Hangzhou City University","ror":"https://ror.org/01wck0s05","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573310"]},{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Binbin Zhou","raw_affiliation_strings":["Department of Computer and Computing Science, Hangzhou City University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Computing Science, Hangzhou City University, Hangzhou, China","institution_ids":["https://openalex.org/I4400573310","https://openalex.org/I6469544"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037349726","display_name":"Canghong Jin","orcid":"https://orcid.org/0000-0002-9774-9688"},"institutions":[{"id":"https://openalex.org/I4400573310","display_name":"Hangzhou City University","ror":"https://ror.org/01wck0s05","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573310"]},{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Canghong Jin","raw_affiliation_strings":["Department of Computer and Computing Science, Hangzhou City University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9774-9688","affiliations":[{"raw_affiliation_string":"Department of Computer and Computing Science, Hangzhou City University, Hangzhou, China","institution_ids":["https://openalex.org/I4400573310","https://openalex.org/I6469544"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058826825","display_name":"Ye Tao","orcid":"https://orcid.org/0000-0002-9152-7793"},"institutions":[{"id":"https://openalex.org/I4210162807","display_name":"Zhejiang Modern Architectural Design & Research Institute","ror":"https://ror.org/0554tsp75","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210162807"]},{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["CN","MO"],"is_corresponding":false,"raw_author_name":"Ye Tao","raw_affiliation_strings":["Industrial Design Department, Hangzhou City University, Hangzhou, China","Industrial Design Department of Hangzhou City Universit, China"],"raw_orcid":"https://orcid.org/0000-0002-9152-7793","affiliations":[{"raw_affiliation_string":"Industrial Design Department, Hangzhou City University, Hangzhou, China","institution_ids":["https://openalex.org/I4210162807"]},{"raw_affiliation_string":"Industrial Design Department of Hangzhou City Universit, China","institution_ids":["https://openalex.org/I6469544"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052541971","display_name":"Jinling Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I4400573310","display_name":"Hangzhou City University","ror":"https://ror.org/01wck0s05","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573310"]},{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Jinling Wei","raw_affiliation_strings":["Department of Computer and Computing Science, Hangzhou City University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Computing Science, Hangzhou City University, Hangzhou, China","institution_ids":["https://openalex.org/I4400573310","https://openalex.org/I6469544"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103196339","display_name":"Shijian Li","orcid":"https://orcid.org/0000-0001-5846-3065"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shijian Li","raw_affiliation_strings":["Department of Computer Science and Technology, Zhejiang University, Hangzhou, China","Department of Computer Science and Technology, Zhejiang University, China"],"raw_orcid":"https://orcid.org/0000-0001-5846-3065","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Zhejiang University, China","institution_ids":["https://openalex.org/I168879160"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3733,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79150046,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"17","issue":"3","first_page":"642","last_page":"651"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.8417999744415283,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.8417999744415283,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.6850717067718506},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6351903676986694},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.6198717951774597},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.5425593852996826},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.47370001673698425},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19367536902427673},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16682222485542297},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08649817109107971},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.06855657696723938},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.05854859948158264}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6850717067718506},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6351903676986694},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.6198717951774597},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.5425593852996826},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.47370001673698425},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19367536902427673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16682222485542297},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08649817109107971},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.06855657696723938},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.05854859948158264}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tg.2025.3528371","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tg.2025.3528371","pdf_url":null,"source":{"id":"https://openalex.org/S4210224842","display_name":"IEEE Transactions on Games","issn_l":"2475-1502","issn":["2475-1502","2475-1510"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Games","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2145339207","https://openalex.org/W2150468603","https://openalex.org/W2158782408","https://openalex.org/W2574978968","https://openalex.org/W2766447205","https://openalex.org/W2963871073","https://openalex.org/W2963934958","https://openalex.org/W3030656010","https://openalex.org/W3036619998","https://openalex.org/W3176349493","https://openalex.org/W3196757288","https://openalex.org/W4281890315","https://openalex.org/W4297830661","https://openalex.org/W4389158376","https://openalex.org/W6922480057"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4310083477","https://openalex.org/W2328553770","https://openalex.org/W2920061524","https://openalex.org/W1977959518","https://openalex.org/W2038908348","https://openalex.org/W2107890255","https://openalex.org/W2106552856"],"abstract_inverted_index":{"The":[0,60],"popularity":[1],"of":[2,16,41,50,64,81,103,216],"mobile":[3,12,25],"games":[4],"has":[5,18,38],"surged":[6],"in":[7,116],"recent":[8],"years.":[9],"Along":[10],"with":[11,33,55,89,148,199],"games,":[13,26,91],"the":[14,51,82,101,110,138,149,200,209,214],"emergence":[15],"mini-games":[17,27,46,66,112],"recently":[19],"raised":[20],"attention.":[21],"Compared":[22],"to":[23,96,146,158,212],"traditional":[24],"are":[28,87,93],"more":[29],"lightweight":[30],"and":[31,43,62,99,105,125,142,189],"platform-independent":[32],"low":[34],"development":[35],"cost,":[36],"which":[37,92],"attracted":[39],"thousands":[40],"developers":[42],"users.":[44],"WeChat":[45,65,111,132,139],"platform":[47,71,127],"is":[48,135],"one":[49],"most":[52,80],"popular":[53,172],"platforms":[54],"over":[56],"100":[57],"000":[58],"mini-games.":[59,133,150],"diversity":[61],"variety":[63],"make":[67],"it":[68],"an":[69],"ideal":[70],"for":[72,113,128,205],"training":[73],"reinforcement":[74],"learning":[75],"(RL)":[76],"agents.":[77],"In":[78],"contrast,":[79],"existing":[83],"RL":[84,114,129,144,206],"benchmark":[85],"environments":[86],"equipped":[88],"predetermined":[90],"always":[94],"limited":[95],"several":[97],"genres":[98],"lack":[100],"utilization":[102],"new":[104],"diverse":[106],"games.":[107],"To":[108],"utilize":[109],"research,":[115],"this":[117],"article,":[118],"we":[119],"propose":[120],"WemiEnv,":[121],"a":[122,161],"lightweight,":[123],"easy-to-use":[124],"open-source":[126],"research":[130],"towards":[131],"WemiEnv":[134,151,166],"built":[136],"on":[137,208],"developer":[140],"tools":[141],"allows":[143],"agents":[145],"interact":[147],"also":[152,169],"supports":[153],"user-customized":[154],"mini-games,":[155],"requiring":[156],"users":[157],"implement":[159],"only":[160],"few":[162],"interface":[163],"functions":[164],"within":[165],"API.":[167],"We":[168],"provide":[170],"six":[171],"mini-games:":[173],"<italic":[174,178,182,186,190],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[175,179,183,187,191],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Space":[176],"Fighter</i>,":[177],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Flip,":[180],"2048</i>,":[181],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Flappy":[184],"Bird</i>,":[185],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Timberman</i>,":[188],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Snake</i>":[192],"as":[193],"ready-to-use":[194],"tasks.":[195],"Experiments":[196],"were":[197],"conducted":[198],"OpenAI":[201],"Spinning":[202],"Up":[203],"library":[204],"baselines":[207],"provided":[210],"tasks":[211],"test":[213],"usability":[215],"WemiEnv.":[217]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
