{"id":"https://openalex.org/W4414359164","doi":"https://doi.org/10.24963/ijcai.2025/944","title":"Solving MDPs with LTLf+ and PPLTL+ Temporal Objectives","display_name":"Solving MDPs with LTLf+ and PPLTL+ Temporal Objectives","publication_year":2025,"publication_date":"2025-09-01","ids":{"openalex":"https://openalex.org/W4414359164","doi":"https://doi.org/10.24963/ijcai.2025/944"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2025/944","is_oa":false,"landing_page_url":"https://doi.org/10.24963/ijcai.2025/944","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-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/A5013290512","display_name":"Giuseppe De Giacomo","orcid":"https://orcid.org/0000-0001-9680-7658"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Giuseppe De Giacomo","raw_affiliation_strings":["University of Oxford"],"affiliations":[{"raw_affiliation_string":"University of Oxford","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114911009","display_name":"Yong Li","orcid":"https://orcid.org/0000-0002-2281-5652"},"institutions":[{"id":"https://openalex.org/I4210117117","display_name":"SK Life Science (United States)","ror":"https://ror.org/025t9c657","country_code":"US","type":"company","lineage":["https://openalex.org/I134353371","https://openalex.org/I4210117117"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yong Li","raw_affiliation_strings":["SKLCS"],"affiliations":[{"raw_affiliation_string":"SKLCS","institution_ids":["https://openalex.org/I4210117117"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041836791","display_name":"Sven Schewe","orcid":"https://orcid.org/0000-0002-9093-9518"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sven Schewe","raw_affiliation_strings":["University of Liverpool"],"affiliations":[{"raw_affiliation_string":"University of Liverpool","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044787611","display_name":"Christoph Weinhuber","orcid":"https://orcid.org/0000-0002-1600-4933"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Christoph Weinhuber","raw_affiliation_strings":["University of Oxford"],"affiliations":[{"raw_affiliation_string":"University of Oxford","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022512002","display_name":"Pian Yu","orcid":"https://orcid.org/0000-0001-6046-7129"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Pian Yu","raw_affiliation_strings":["University College London"],"affiliations":[{"raw_affiliation_string":"University College London","institution_ids":["https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5013290512"],"corresponding_institution_ids":["https://openalex.org/I40120149"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27896963,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"8491","last_page":"8499"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10142","display_name":"Formal Methods in Verification","score":0.9660000205039978,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10142","display_name":"Formal Methods in Verification","score":0.9660000205039978,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9539999961853027,"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/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9248999953269958,"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/adversarial-system","display_name":"Adversarial system","score":0.6801999807357788},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6093000173568726},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6043000221252441},{"id":"https://openalex.org/keywords/expressive-power","display_name":"Expressive power","score":0.5407000184059143},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5253999829292297},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5231000185012817},{"id":"https://openalex.org/keywords/automaton","display_name":"Automaton","score":0.48019999265670776},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.41679999232292175},{"id":"https://openalex.org/keywords/finite-state-machine","display_name":"Finite-state machine","score":0.37599998712539673}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.6801999807357788},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6414999961853027},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6093000173568726},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6043000221252441},{"id":"https://openalex.org/C195818886","wikidata":"https://www.wikidata.org/wiki/Q5421724","display_name":"Expressive power","level":2,"score":0.5407000184059143},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5253999829292297},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5231000185012817},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5069000124931335},{"id":"https://openalex.org/C112505250","wikidata":"https://www.wikidata.org/wiki/Q787116","display_name":"Automaton","level":2,"score":0.48019999265670776},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.41679999232292175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4009999930858612},{"id":"https://openalex.org/C167822520","wikidata":"https://www.wikidata.org/wiki/Q176452","display_name":"Finite-state machine","level":2,"score":0.37599998712539673},{"id":"https://openalex.org/C160131679","wikidata":"https://www.wikidata.org/wiki/Q2462350","display_name":"Kripke semantics","level":4,"score":0.33340001106262207},{"id":"https://openalex.org/C25016198","wikidata":"https://www.wikidata.org/wiki/Q781833","display_name":"Temporal logic","level":2,"score":0.313400000333786},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3050999939441681},{"id":"https://openalex.org/C110251889","wikidata":"https://www.wikidata.org/wiki/Q1569697","display_name":"Model checking","level":2,"score":0.3027999997138977},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.2825999855995178},{"id":"https://openalex.org/C2780069185","wikidata":"https://www.wikidata.org/wiki/Q7977945","display_name":"Equivalence (formal languages)","level":2,"score":0.2818000018596649},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.28110000491142273},{"id":"https://openalex.org/C86602344","wikidata":"https://www.wikidata.org/wiki/Q7667918","display_name":"T-norm fuzzy logics","level":5,"score":0.27970001101493835},{"id":"https://openalex.org/C162392398","wikidata":"https://www.wikidata.org/wiki/Q272404","display_name":"Finite set","level":2,"score":0.27869999408721924},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.2685000002384186},{"id":"https://openalex.org/C159032336","wikidata":"https://www.wikidata.org/wiki/Q2488768","display_name":"Non-monotonic logic","level":2,"score":0.2671000063419342},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26159998774528503},{"id":"https://openalex.org/C3018263672","wikidata":"https://www.wikidata.org/wiki/Q1296251","display_name":"Efficient algorithm","level":2,"score":0.2587999999523163},{"id":"https://openalex.org/C136643341","wikidata":"https://www.wikidata.org/wiki/Q1361526","display_name":"Reachability","level":2,"score":0.2531999945640564}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2025/944","is_oa":false,"landing_page_url":"https://doi.org/10.24963/ijcai.2025/944","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"temporal":[1],"logics":[2,17,63],"LTLf+":[3],"and":[4,46,51,88,101,134],"PPLTL+":[5],"have":[6,37],"recently":[7],"been":[8,38],"introduced":[9],"to":[10,40,122],"express":[11],"objectives":[12],"over":[13,53],"infinite":[14,29,123],"traces.":[15,55,124],"These":[16],"are":[18,64],"appealing":[19],"because":[20],"they":[21],"match":[22],"the":[23,41,69,82,116],"expressive":[24],"power":[25],"of":[26,43,71,84,110],"LTL":[27],"on":[28],"traces":[30],"while":[31],"enabling":[32],"efficient":[33,85],"DFA-based":[34,86],"techniques,":[35],"which":[36],"crucial":[39],"scalability":[42],"reactive":[44,99],"synthesis":[45,100],"adversarial":[47,102],"planning":[48],"in":[49,68,98,115],"LTLf":[50],"PPLTL":[52],"finite":[54,121],"In":[56],"this":[57],"paper,":[58],"we":[59,80],"demonstrate":[60],"that":[61],"these":[62],"also":[65],"highly":[66],"effective":[67],"context":[70],"MDPs.":[72],"Introducing":[73],"a":[74,107],"technique":[75],"tailored":[76],"for":[77,113,136],"probabilistic":[78],"systems,":[79],"leverage":[81],"benefits":[83],"methods":[87],"compositionality.":[89],"This":[90],"approach":[91],"is":[92,131],"simpler":[93],"than":[94],"its":[95],"nonprobabilistic":[96],"counterparts":[97],"planning,":[103],"as":[104],"it":[105],"accommodates":[106],"controlled":[108],"form":[109],"nondeterminism":[111],"(\"good":[112],"MDPs\")":[114],"automata":[117],"when":[118],"transitioning":[119],"from":[120],"Notably,":[125],"by":[126],"exploiting":[127],"compositionality,":[128],"our":[129],"solution":[130],"both":[132],"implementation-friendly":[133],"well-suited":[135],"straightforward":[137],"symbolic":[138],"implementations.":[139]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-10T00:00:00"}
