{"id":"https://openalex.org/W4386021105","doi":"https://doi.org/10.1007/978-3-031-40837-3_15","title":"Standing Still Is Not an\u00a0Option: Alternative Baselines for\u00a0Attainable Utility Preservation","display_name":"Standing Still Is Not an\u00a0Option: Alternative Baselines for\u00a0Attainable Utility Preservation","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386021105","doi":"https://doi.org/10.1007/978-3-031-40837-3_15"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-40837-3_15","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-40837-3_15","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/978-3-031-40837-3_15","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021963772","display_name":"Sebastian Eresheim","orcid":null},"institutions":[{"id":"https://openalex.org/I129774422","display_name":"University of Vienna","ror":"https://ror.org/03prydq77","country_code":"AT","type":"education","lineage":["https://openalex.org/I129774422"]},{"id":"https://openalex.org/I25485817","display_name":"St. P\u00f6lten University of Applied Sciences","ror":"https://ror.org/039a2re55","country_code":"AT","type":"education","lineage":["https://openalex.org/I25485817"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Sebastian Eresheim","raw_affiliation_strings":["Data Intelligence Research Group, St. P\u00f6lten University of Applied Sciences, St. P\u00f6lten, Austria","Research Group Security and Privacy, University of Vienna, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Data Intelligence Research Group, St. P\u00f6lten University of Applied Sciences, St. P\u00f6lten, Austria","institution_ids":["https://openalex.org/I25485817"]},{"raw_affiliation_string":"Research Group Security and Privacy, University of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I129774422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044177092","display_name":"Fabian Kovac","orcid":"https://orcid.org/0000-0002-1611-2598"},"institutions":[{"id":"https://openalex.org/I25485817","display_name":"St. P\u00f6lten University of Applied Sciences","ror":"https://ror.org/039a2re55","country_code":"AT","type":"education","lineage":["https://openalex.org/I25485817"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Fabian Kovac","raw_affiliation_strings":["Data Intelligence Research Group, St. P\u00f6lten University of Applied Sciences, St. P\u00f6lten, Austria"],"affiliations":[{"raw_affiliation_string":"Data Intelligence Research Group, St. P\u00f6lten University of Applied Sciences, St. P\u00f6lten, Austria","institution_ids":["https://openalex.org/I25485817"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025855105","display_name":"Alexander Adrowitzer","orcid":"https://orcid.org/0000-0002-6233-1353"},"institutions":[{"id":"https://openalex.org/I25485817","display_name":"St. P\u00f6lten University of Applied Sciences","ror":"https://ror.org/039a2re55","country_code":"AT","type":"education","lineage":["https://openalex.org/I25485817"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Alexander Adrowitzer","raw_affiliation_strings":["Data Intelligence Research Group, St. P\u00f6lten University of Applied Sciences, St. P\u00f6lten, Austria"],"affiliations":[{"raw_affiliation_string":"Data Intelligence Research Group, St. P\u00f6lten University of Applied Sciences, St. P\u00f6lten, Austria","institution_ids":["https://openalex.org/I25485817"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021963772"],"corresponding_institution_ids":["https://openalex.org/I129774422","https://openalex.org/I25485817"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30015429,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"239","last_page":"257"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9998000264167786,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9998000264167786,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9926999807357788,"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/T10260","display_name":"Software Engineering Research","score":0.9836000204086304,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/computer-science","display_name":"Computer science","score":0.8023364543914795},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.6084770560264587},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5901834964752197},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5643981695175171},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.49045678973197937},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4240371882915497},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3470200300216675},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.33687666058540344},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26700258255004883},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2652726173400879},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09210231900215149}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8023364543914795},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.6084770560264587},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5901834964752197},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5643981695175171},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.49045678973197937},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4240371882915497},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3470200300216675},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.33687666058540344},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26700258255004883},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2652726173400879},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09210231900215149},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-40837-3_15","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-40837-3_15","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-40837-3_15","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-40837-3_15","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.5600000023841858,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2257979135","https://openalex.org/W2617191410","https://openalex.org/W2916350282","https://openalex.org/W2982316857","https://openalex.org/W2989847975","https://openalex.org/W2996037775","https://openalex.org/W3101172017","https://openalex.org/W3107153805","https://openalex.org/W3118210634","https://openalex.org/W4221140835","https://openalex.org/W4302010773"],"related_works":["https://openalex.org/W4362501864","https://openalex.org/W4306904969","https://openalex.org/W4380318855","https://openalex.org/W2138720691","https://openalex.org/W2031695474","https://openalex.org/W2586732548","https://openalex.org/W3049728571","https://openalex.org/W20361778","https://openalex.org/W2024136090","https://openalex.org/W2964765435"],"abstract_inverted_index":{"Specifying":[0],"reward":[1,32],"functions":[2],"without":[3],"causing":[4],"side":[5],"effects":[6],"is":[7,68],"still":[8],"a":[9,30,47,65,69,101,124],"challenge":[10],"to":[11,23,27,36,58,100,123],"be":[12,79],"solved":[13],"in":[14,34,50],"Reinforcement":[15],"Learning.":[16],"Attainable":[17],"Utility":[18],"Preservation":[19],"(AUP)":[20],"seems":[21],"promising":[22],"preserve":[24],"the":[25,44,51,74,96],"ability":[26],"optimize":[28],"for":[29,64],"correct":[31],"function":[33],"order":[35],"minimize":[37],"negative":[38],"side-effects.":[39],"Current":[40],"approaches":[41],"however":[42],"assume":[43],"existence":[45],"of":[46,98,104,127],"no-op":[48],"action":[49,53],"environment\u2019s":[52],"space,":[54],"which":[55],"limits":[56],"AUP":[57,99,122],"solve":[59],"tasks":[60],"where":[61],"doing":[62],"nothing":[63],"single":[66],"time-step":[67],"valuable":[70],"option.":[71],"Depending":[72],"on":[73,90,111],"environment,":[75],"this":[76,119],"cannot":[77],"always":[78],"guaranteed.":[80],"We":[81,106],"introduce":[82],"four":[83],"different":[84,112],"baselines":[85],"that":[86,118],"do":[87],"not":[88],"build":[89],"such":[91],"actions":[92],"and":[93,116],"therefore":[94],"extend":[95],"concept":[97],"broader":[102,125],"class":[103],"environments.":[105],"evaluate":[107],"all":[108],"introduced":[109],"variants":[110],"AI":[113],"safety":[114],"gridworlds":[115],"show":[117],"approach":[120],"generalizes":[121],"range":[126],"tasks,":[128],"with":[129],"only":[130],"little":[131],"performance":[132],"losses.":[133]},"counts_by_year":[],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2025-10-10T00:00:00"}