{"id":"https://openalex.org/W6913289200","doi":"https://doi.org/10.5555/3635637.3663299","title":"pgeon applied to Overcooked-AI to explain agents' behaviour","display_name":"pgeon applied to Overcooked-AI to explain agents' behaviour","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W6913289200","doi":"https://doi.org/10.5555/3635637.3663299"},"language":"en","primary_location":{"id":"pmh:oai:upcommons.upc.edu:2117/419900","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/419900","pdf_url":"https://upcommons.upc.edu/bitstreams/f68b5cc4-689b-4b1f-ac6a-480ce864b47c/download","source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference report"},"type":"conference-paper","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://upcommons.upc.edu/bitstreams/f68b5cc4-689b-4b1f-ac6a-480ce864b47c/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Tormos Llorente, Adri\u00e1n","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tormos Llorente, Adri\u00e1n","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Gim\u00e9nez \u00c1balos, V\u00edctor","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gim\u00e9nez \u00c1balos, V\u00edctor","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"V\u00e1zquez Salceda, Javier","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"V\u00e1zquez Salceda, Javier","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"\u00c1lvarez Napagao, Sergio","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u00c1lvarez Napagao, Sergio","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.3800145,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.8687999844551086,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.8687999844551086,"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":0.026799999177455902,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.01360000018030405,"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/python","display_name":"Python (programming language)","score":0.6384000182151794},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.46720001101493835},{"id":"https://openalex.org/keywords/autonomous-agent","display_name":"Autonomous agent","score":0.45879998803138733},{"id":"https://openalex.org/keywords/foundation","display_name":"Foundation (evidence)","score":0.4235000014305115},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.37059998512268066}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6384000182151794},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5673999786376953},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.46720001101493835},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4652000069618225},{"id":"https://openalex.org/C13687954","wikidata":"https://www.wikidata.org/wiki/Q4826847","display_name":"Autonomous agent","level":2,"score":0.45879998803138733},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.4235000014305115},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3799999952316284},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.37059998512268066},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.33899998664855957},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.30090001225471497}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:upcommons.upc.edu:2117/419900","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/419900","pdf_url":"https://upcommons.upc.edu/bitstreams/f68b5cc4-689b-4b1f-ac6a-480ce864b47c/download","source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference report"}],"best_oa_location":{"id":"pmh:oai:upcommons.upc.edu:2117/419900","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/419900","pdf_url":"https://upcommons.upc.edu/bitstreams/f68b5cc4-689b-4b1f-ac6a-480ce864b47c/download","source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference report"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W6913289200.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Policy":[0],"Graphs":[1],"(PGs)":[2],"are":[3,28],"a":[4,35,60],"method":[5],"for":[6,47,115],"representing":[7],"the":[8,17,23,40,48,80,83,102],"behaviour":[9,49],"of":[10,42,50,82,104],"opaque":[11,108],"agents":[12,51,76],"by":[13,56,100],"observing":[14],"them":[15],"in":[16,44,92],"environment":[18],"and":[19,25,52,73,96,118],"producing":[20],"graphs":[21],"where":[22,94],"state":[24],"action":[26],"spaces":[27],"discretised":[29],"into":[30],"predicates.":[31],"We":[32],"present":[33],"pgeon,":[34],"Python":[36],"library":[37,66],"that":[38,77],"demonstrates":[39],"effectiveness":[41],"PGs":[43,69],"providing":[45],"explanations":[46],"we":[53],"showcase":[54],"it":[55,58],"applying":[57],"to":[59],"multi-agent":[61],"cooperative":[62],"environment:":[63],"Overcooked-AI.":[64],"This":[65],"illustrates":[67],"how":[68],"can":[70,88],"create":[71],"transparent":[72],"explainable":[74],"surrogate":[75],"closely":[78],"mimic":[79],"behavior":[81],"original":[84],"agents.":[85],"These":[86],"features":[87],"help":[89],"improving":[90,101],"trust":[91],"environments":[93],"humans":[95],"AI":[97],"systems":[98],"collaborate":[99],"explainability":[103],"all":[105],"agents,":[106],"even":[107],"or":[109],"human.":[110],"\u00a9":[111],"2024":[112],"International":[113],"Foundation":[114],"Autonomous":[116],"Agents":[117],"Multiagent":[119],"Systems.":[120]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}