{"id":"https://openalex.org/W4389282404","doi":"https://doi.org/10.1145/3623809.3623963","title":"Reinforcement Learning for Sustainable Mobility: Modeling Pedalcoin, a Gamified Biking Application","display_name":"Reinforcement Learning for Sustainable Mobility: Modeling Pedalcoin, a Gamified Biking Application","publication_year":2023,"publication_date":"2023-12-03","ids":{"openalex":"https://openalex.org/W4389282404","doi":"https://doi.org/10.1145/3623809.3623963"},"language":"en","primary_location":{"id":"doi:10.1145/3623809.3623963","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3623809.3623963","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Human-Agent Interaction","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/A5101661137","display_name":"Sukriti Bhattacharya","orcid":"https://orcid.org/0000-0002-2439-7546"},"institutions":[{"id":"https://openalex.org/I4210112527","display_name":"Luxembourg Institute of Science and Technology","ror":"https://ror.org/01t178j62","country_code":"LU","type":"nonprofit","lineage":["https://openalex.org/I4210112527"]}],"countries":["LU"],"is_corresponding":true,"raw_author_name":"Sukriti Bhattacharya","raw_affiliation_strings":["ITIS, Luxembourg Institute of Science and Technology, Luxembourg"],"raw_orcid":"https://orcid.org/0000-0002-2439-7546","affiliations":[{"raw_affiliation_string":"ITIS, Luxembourg Institute of Science and Technology, Luxembourg","institution_ids":["https://openalex.org/I4210112527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014973166","display_name":"Oussema Gharsallaoui","orcid":"https://orcid.org/0009-0003-7035-9211"},"institutions":[{"id":"https://openalex.org/I4210112527","display_name":"Luxembourg Institute of Science and Technology","ror":"https://ror.org/01t178j62","country_code":"LU","type":"nonprofit","lineage":["https://openalex.org/I4210112527"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Oussema Gharsallaoui","raw_affiliation_strings":["LIST, Luxembourg"],"raw_orcid":"https://orcid.org/0009-0003-7035-9211","affiliations":[{"raw_affiliation_string":"LIST, Luxembourg","institution_ids":["https://openalex.org/I4210112527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010688960","display_name":"Igor Tchappi","orcid":"https://orcid.org/0000-0001-5437-1817"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Igor Tchappi","raw_affiliation_strings":["AI-Robolab/ICR, Computer Science and Communications, University of Luxembourg, Luxembourg"],"raw_orcid":"https://orcid.org/0000-0001-5437-1817","affiliations":[{"raw_affiliation_string":"AI-Robolab/ICR, Computer Science and Communications, University of Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081436358","display_name":"Amro Najjar","orcid":"https://orcid.org/0000-0001-7784-6176"},"institutions":[{"id":"https://openalex.org/I4210112527","display_name":"Luxembourg Institute of Science and Technology","ror":"https://ror.org/01t178j62","country_code":"LU","type":"nonprofit","lineage":["https://openalex.org/I4210112527"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Amro Najjar","raw_affiliation_strings":["ITIS, Luxembourg Institute of Science and Technology, Luxembourg"],"raw_orcid":"https://orcid.org/0000-0001-7784-6176","affiliations":[{"raw_affiliation_string":"ITIS, Luxembourg Institute of Science and Technology, Luxembourg","institution_ids":["https://openalex.org/I4210112527"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101661137"],"corresponding_institution_ids":["https://openalex.org/I4210112527"],"apc_list":null,"apc_paid":null,"fwci":0.1086,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.43007675,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"461","last_page":"463"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12617","display_name":"Energy, Environment, and Transportation Policies","score":0.9812999963760376,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9800999760627747,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.9061607718467712},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.7629212141036987},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.6444368958473206},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6112996935844421},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.4539475440979004},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4276214838027954},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.3789996802806854},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2591695785522461},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1606878638267517},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15769103169441223},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.09023088216781616}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.9061607718467712},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.7629212141036987},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.6444368958473206},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6112996935844421},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.4539475440979004},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4276214838027954},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.3789996802806854},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2591695785522461},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1606878638267517},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15769103169441223},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.09023088216781616},{"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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3623809.3623963","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3623809.3623963","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Human-Agent Interaction","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W34310527","https://openalex.org/W641959581","https://openalex.org/W2002016471","https://openalex.org/W2105989975","https://openalex.org/W2798711290","https://openalex.org/W2799899844","https://openalex.org/W2976383042","https://openalex.org/W3011992028","https://openalex.org/W3106649810","https://openalex.org/W4214717370","https://openalex.org/W4284701482"],"related_works":["https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W3211706803","https://openalex.org/W4382775358","https://openalex.org/W4246942721","https://openalex.org/W3209862047","https://openalex.org/W4386732777","https://openalex.org/W4304136894","https://openalex.org/W2989851257","https://openalex.org/W2799059781"],"abstract_inverted_index":{"The":[0,50],"paper":[1],"presents":[2],"Pedalcoin,":[3],"a":[4,15],"decentralized":[5,42],"application":[6],"that":[7],"incentivizes":[8],"sustainable":[9,35],"transportation":[10],"and":[11,29,41,59],"promotes":[12],"cycling":[13,58],"through":[14,38,64],"blockchain-based":[16],"reward":[17],"system.":[18],"It":[19],"investigates":[20],"how":[21],"Pedalcoin":[22],"leverages":[23],"concepts":[24],"from":[25],"blockchain,":[26],"multi-agent":[27],"systems,":[28],"reinforcement":[30],"learning":[31],"to":[32,56],"drive":[33],"large-scale":[34],"behavior":[36],"changes":[37],"gamified":[39],"incentives":[40],"optimization":[43],"of":[44,52],"agent":[45],"policies":[46],"towards":[47],"greater":[48],"rewards.":[49],"dynamics":[51],"this":[53],"system":[54],"lead":[55],"increased":[57],"reduced":[60],"automobile":[61],"usage":[62],"organically":[63],"positive":[65],"reinforcement,":[66],"benefiting":[67],"the":[68],"environment.":[69]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
