{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T23:12:30Z","timestamp":1743117150458,"version":"3.40.3"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030921811"},{"type":"electronic","value":"9783030921828"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-92182-8_10","type":"book-chapter","created":{"date-parts":[[2021,11,29]],"date-time":"2021-11-29T22:03:31Z","timestamp":1638223411000},"page":"101-110","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Adapting Autonomous Agents for Automotive Driving Games"],"prefix":"10.1007","author":[{"given":"Gabriele","family":"Campodonico","sequence":"first","affiliation":[]},{"given":"Francesco","family":"Bellotti","sequence":"additional","affiliation":[]},{"given":"Riccardo","family":"Berta","sequence":"additional","affiliation":[]},{"given":"Alessio","family":"Capello","sequence":"additional","affiliation":[]},{"given":"Marianna","family":"Cossu","sequence":"additional","affiliation":[]},{"given":"Alessandro","family":"De Gloria","sequence":"additional","affiliation":[]},{"given":"Luca","family":"Lazzaroni","sequence":"additional","affiliation":[]},{"given":"Tommaso","family":"Taccioli","sequence":"additional","affiliation":[]},{"given":"Federico","family":"Davio","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,11,30]]},"reference":[{"issue":"10","key":"10_CR1","doi-asserted-by":"publisher","first-page":"3559","DOI":"10.3390\/s21103559","volume":"21","author":"R Massoud","year":"2021","unstructured":"Massoud, R., Berta, R., Poslad, S., De Gloria, A., Bellotti, F.: IoT sensing for reality-enhanced serious games, a fuel-efficient drive use case. Sensors. 21(10), 3559 (2021). https:\/\/doi.org\/10.3390\/s21103559","journal-title":"Sensors."},{"key":"10_CR2","unstructured":"Renault group, The Good Drive, a serious game to learning to drive, available online at: https:\/\/www.renaultgroup.com\/en\/news-on-air\/news\/the-good-drive-a-serious-game-for-learning-to-drive\/"},{"key":"10_CR3","unstructured":"Dosovitskiy, A., Ros, G., Codevilla, F., Lopez, A., Koltun, V.: CARLA: An Open Urban driving simulator. In: 1st Conference on Robot Learning (CoRL 2017). Mountain View, USA (2017)"},{"key":"10_CR4","unstructured":"Carla community: Carla simulator. Version 0.9.11. https:\/\/carla.readthedocs.io\/en\/latest\/. Accessed 23 April 2021"},{"key":"10_CR5","unstructured":"Leurent, E.: An environment for autonomous driving decision-making, github repository, Available at: https:\/\/github.com\/eleurent\/highway-env (2018)"},{"key":"10_CR6","doi-asserted-by":"publisher","first-page":"127","DOI":"10.3390\/educsci11030127","volume":"11","author":"A Gounaridou","year":"2021","unstructured":"Gounaridou, A., Siamtanidou, E., Dimoulas, C.: A serious game for mediated education on traffic behavior and safety awareness. Educ. Sci. 11, 127 (2021). https:\/\/doi.org\/10.3390\/educsci11030127","journal-title":"Educ. Sci."},{"key":"10_CR7","doi-asserted-by":"publisher","unstructured":"Likitweerawong, K., Palee, P.: The virtual reality serious game for learning driving skills before taking practical test. In: 2018 International Conference on Digital Arts, Media and Technology (ICDAMT), pp. 158\u2013161 (2018). https:\/\/doi.org\/10.1109\/ICDAMT.2018.8376515.","DOI":"10.1109\/ICDAMT.2018.8376515"},{"key":"10_CR8","doi-asserted-by":"publisher","unstructured":"Hrimech, H., et al.: The effects of the use of serious game in eco-driving training. Front. ICT (2016). https:\/\/doi.org\/10.3389\/fict.2016.00022","DOI":"10.3389\/fict.2016.00022"},{"issue":"4","key":"10_CR9","doi-asserted-by":"publisher","first-page":"45","DOI":"10.17083\/ijsg.v5i4.266","volume":"5","author":"R Massoud","year":"2018","unstructured":"Massoud, R., Poslad, S., Bellotti, F., Berta, R., Mehran, K., De Gloria, A.: A fuzzy logic module to estimate a driver\u2019s fuel consumption for reality-enhanced serious games. Int. J. Serious Games 5(4), 45\u201362 (2018). https:\/\/doi.org\/10.17083\/ijsg.v5i4.266","journal-title":"Int. J. Serious Games"},{"key":"10_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"79","DOI":"10.1007\/978-3-030-63464-3_8","volume-title":"Games and Learning Alliance","author":"L Lazzaroni","year":"2020","unstructured":"Lazzaroni, L., Mazzara, A., Bellotti, F., De Gloria, A., Berta, R.: Employing an IoT framework as a generic serious games analytics engine. In: Marfisi-Schottman, I., Bellotti, F., Hamon, L., Klemke, R. (eds.) GALA 2020. LNCS, vol. 12517, pp. 79\u201388. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-63464-3_8"},{"key":"10_CR11","unstructured":"Aldape, P., Sowell, S.: Reinforcement learning for a simple racing game. https:\/\/web.stanford.edu\/class\/aa228\/reports\/2018\/final150.pdf\/ Retrieved 14 Sept 2020"},{"issue":"1","key":"10_CR12","doi-asserted-by":"publisher","first-page":"351","DOI":"10.1007\/s10639-019-09968-2","volume":"25","author":"W Westera","year":"2019","unstructured":"Westera, W., et al.: Artificial intelligence moving serious gaming: presenting reusable game AI components. Educ. Inf. Technol. 25(1), 351\u2013380 (2019). https:\/\/doi.org\/10.1007\/s10639-019-09968-2","journal-title":"Educ. Inf. Technol."},{"key":"10_CR13","unstructured":"Geron, A.: Hands-On Machine Learning With Scikit-Learn and Tensorflow. O\u2019Reilly (2017)"},{"key":"10_CR14","unstructured":"Stable baselines: Available online at: https:\/\/stable-baselines.readthedocs.io"},{"key":"10_CR15","unstructured":"Tensorflow: Available online at: https:\/\/www.tensorflow.org\/"},{"key":"10_CR16","unstructured":"Wang, Z., Schaul, T., Hessel, M., Van Hasselt, H., Lanctot, M., De Freitas, N.: Dueling network architectures for deep reinforcement learning. In: Proceedings of the 33rd International Conference on International Conference on Machine Learning, vol. 48 (ICML\u201916). JMLR.org (2016)"},{"key":"10_CR17","doi-asserted-by":"publisher","first-page":"529","DOI":"10.1038\/nature14236","volume":"518","author":"V Mnih","year":"2015","unstructured":"Mnih, V., et al.: Human-level control through deep reinforcement learning. Nature 518, 529\u2013533 (2015). https:\/\/doi.org\/10.1038\/nature14236","journal-title":"Nature"},{"key":"10_CR18","unstructured":"Colab: https:\/\/colab.research.google.com\/"},{"key":"10_CR19","unstructured":"Leurent, E., Mercat, J.: Social attention for autonomous decision-making in dense traffic. In: Machine Learning for Autonomous Driving Workshop at the Thirty-third Conference on Neural Information Processing Systems (NeurIPS 2019). Montreal, Canada arXiv:1911.12250 (2019)"}],"container-title":["Lecture Notes in Computer Science","Games and Learning Alliance"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-92182-8_10","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,15]],"date-time":"2022-04-15T17:10:15Z","timestamp":1650042615000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-92182-8_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030921811","9783030921828"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-92182-8_10","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"30 November 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"GALA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Games and Learning Alliance","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"La Spezia","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1 December 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 December 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"gala2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/conf.seriousgamessociety.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"50","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"21","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"10","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"42% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}