{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T07:16:59Z","timestamp":1743059819589,"version":"3.40.3"},"publisher-location":"Cham","reference-count":71,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030820169"},{"type":"electronic","value":"9783030820176"}],"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\/978-3-030-82017-6_9","type":"book-chapter","created":{"date-parts":[[2021,7,16]],"date-time":"2021-07-16T09:03:16Z","timestamp":1626426196000},"page":"139-157","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Towards Explainable Visionary Agents: License to Dare and Imagine"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1841-8996","authenticated-orcid":false,"given":"Giovanni","family":"Ciatto","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7784-6176","authenticated-orcid":false,"given":"Amro","family":"Najjar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0364-6945","authenticated-orcid":false,"given":"Jean-Paul","family":"Calbimonte","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9816-7439","authenticated-orcid":false,"given":"Davide","family":"Calvaresi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,7,17]]},"reference":[{"issue":"1567","key":"9_CR1","doi-asserted-by":"publisher","first-page":"1050","DOI":"10.1098\/rstb.2010.0369","volume":"366","author":"D Stout","year":"2011","unstructured":"Stout, D.: Stone toolmaking and the evolution of human culture and cognition. Philos. Trans. Roy. Soc. B Biol. Sci. 366(1567), 1050\u20131059 (2011)","journal-title":"Philos. Trans. Roy. Soc. B Biol. Sci."},{"doi-asserted-by":"crossref","unstructured":"Cave, S.: The problem with intelligence: its value-laden history and the future of AI. In: Proceedings of the AAAI\/ACM Conference on AI, Ethics, and Society, pp. 29\u201335 (2020)","key":"9_CR2","DOI":"10.1145\/3375627.3375813"},{"key":"9_CR3","series-title":"The Springer International Series In Engineering and Computer Science","doi-asserted-by":"publisher","first-page":"351","DOI":"10.1007\/978-0-585-29599-2_11","volume-title":"Computational Architectures Integrating Neural and Symbolic Processes","author":"V Honavar","year":"1995","unstructured":"Honavar, V.: Symbolic artificial intelligence and numeric artificial neural networks: towards a resolution of the dichotomy. In: Sun, R., Bookman, L.A. (eds.) Computational Architectures Integrating Neural and Symbolic Processes. SECS, vol. 292, pp. 351\u2013388. Springer, Boston (1995). https:\/\/doi.org\/10.1007\/978-0-585-29599-2_11"},{"key":"9_CR4","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/978-3-030-51924-7_1","volume-title":"Explainable, Transparent Autonomous Agents and Multi-Agent Systems","author":"G Ciatto","year":"2020","unstructured":"Ciatto, G., Schumacher, M.I., Omicini, A., Calvaresi, D.: Agent-based explanations in AI: towards an abstract framework. In: Calvaresi, D., Najjar, A., Winikoff, M., Fr\u00e4mling, K. (eds.) EXTRAAMAS 2020. LNCS (LNAI), vol. 12175, pp. 3\u201320. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-51924-7_1"},{"key":"9_CR5","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1007\/11750734_9","volume-title":"Computational Logic in Multi-Agent Systems","author":"RH Bordini","year":"2006","unstructured":"Bordini, R.H., H\u00fcbner, J.F.: BDI agent programming in AgentSpeak using Jason. In: Toni, F., Torroni, P. (eds.) CLIMA 2005. LNCS (LNAI), vol. 3900, pp. 143\u2013164. Springer, Heidelberg (2006). https:\/\/doi.org\/10.1007\/11750734_9"},{"key":"9_CR6","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/4378.001.0001","volume-title":"Made-Up Minds: A Constructivist Approach to Artificial Intelligence","author":"GL Drescher","year":"1991","unstructured":"Drescher, G.L.: Made-Up Minds: A Constructivist Approach to Artificial Intelligence. MIT Press, Cambridge (1991)"},{"unstructured":"Th\u00f3risson, K.R.: From constructionist to constructivist AI. In: AAAI Fall Symposium: Biologically Inspired Cognitive Architectures (2009)","key":"9_CR7"},{"issue":"2","key":"9_CR8","doi-asserted-by":"publisher","first-page":"125","DOI":"10.1080\/01969720590897107","volume":"36","author":"D Blank","year":"2005","unstructured":"Blank, D., Kumar, D., Meeden, L., Marshall, J.B.: Bringing up robot: fundamental mechanisms for creating a self-motivated, self-organizing architecture. Cybern. Syst. Int. J. 36(2), 125\u2013150 (2005)","journal-title":"Cybern. Syst. Int. J."},{"unstructured":"Gibson, J.J.: The Senses Considered as Perceptual Systems (1966)","key":"9_CR9"},{"issue":"1\u20133","key":"9_CR10","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1016\/0004-3702(91)90053-M","volume":"47","author":"RA Brooks","year":"1991","unstructured":"Brooks, R.A.: Intelligence without representation. Artif. Intell. 47(1\u20133), 139\u2013159 (1991)","journal-title":"Artif. Intell."},{"key":"9_CR11","volume-title":"La naissance de l\u2019intelligence chez l\u2019enfant","author":"J Piaget","year":"1936","unstructured":"Piaget, J.: La naissance de l\u2019intelligence chez l\u2019enfant. Delachaux et niestl\u00e9, Paris (1936)"},{"doi-asserted-by":"crossref","unstructured":"Najjar, A., Reignier, P.: Constructivist ambient intelligent agent for smart environments. In: 2013 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops), pp. 356\u2013359. IEEE (2013)","key":"9_CR12","DOI":"10.1109\/PerComW.2013.6529515"},{"issue":"1","key":"9_CR13","first-page":"1","volume":"2","author":"AA Alyafi","year":"2018","unstructured":"Alyafi, A.A., et al.: From usable to incentive building energy management systems. Mod\u00e9lisation et utilisation du contexte (Model. Using Context) 2(1), 1\u201330 (2018)","journal-title":"Mod\u00e9lisation et utilisation du contexte (Model. Using Context)"},{"doi-asserted-by":"crossref","unstructured":"Gu\u00e9riau, M., Armetta, F., Hassas, S., Billot, R., El Faouzi, N.-E.: A constructivist approach for a self-adaptive decision-making system: application to road traffic control. In: 2016 IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI), pp. 670\u2013677. IEEE (2016)","key":"9_CR14","DOI":"10.1109\/ICTAI.2016.0107"},{"unstructured":"Georgeon, O.L., Morgan, J.H., Ritter, F.E.: An algorithm for self-motivated hierarchical sequence learning. In: Proceedings of the International Conference on Cognitive Modeling, Philadelphia, PA, ICCM-164, pp. 73\u201378. Citeseer (2010)","key":"9_CR15"},{"key":"9_CR16","volume-title":"Intention, Plans, and Practical Reason","author":"M Bratman","year":"1987","unstructured":"Bratman, M., et al.: Intention, Plans, and Practical Reason, vol. 10. Harvard University Press, Cambridge (1987)"},{"issue":"3","key":"9_CR17","doi-asserted-by":"publisher","first-page":"207","DOI":"10.1017\/S0269888916000096","volume":"31","author":"C Adam","year":"2016","unstructured":"Adam, C., Gaudou, B.: BDI agents in social simulations: a survey. Knowl. Eng. Rev. 31(3), 207\u2013238 (2016)","journal-title":"Knowl. Eng. Rev."},{"unstructured":"Norling, E.: Folk psychology for human modelling: extending the BDI paradigm. In: Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, vol. 1, pp. 202\u2013209 (2004)","key":"9_CR18"},{"key":"9_CR19","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"28","DOI":"10.1007\/978-3-642-16178-0_5","volume-title":"Multiagent System Technologies","author":"J Broekens","year":"2010","unstructured":"Broekens, J., Harbers, M., Hindriks, K., van den Bosch, K., Jonker, C., Meyer, J.-J.: Do you get it? User-evaluated explainable BDI agents. In: Dix, J., Witteveen, C. (eds.) MATES 2010. LNCS (LNAI), vol. 6251, pp. 28\u201339. Springer, Heidelberg (2010). https:\/\/doi.org\/10.1007\/978-3-642-16178-0_5"},{"key":"9_CR20","doi-asserted-by":"publisher","first-page":"225","DOI":"10.2307\/2214269","volume":"3","author":"PM Churchland","year":"1989","unstructured":"Churchland, P.M.: Folk psychology and the explanation of human behavior. Philos. Perspect. 3, 225\u2013241 (1989)","journal-title":"Philos. Perspect."},{"issue":"1","key":"9_CR21","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1207\/s15327957pspr0301_2","volume":"3","author":"BF Malle","year":"1999","unstructured":"Malle, B.F.: How people explain behavior: a new theoretical framework. Pers. Soc. Psychol. Rev. 3(1), 23\u201348 (1999)","journal-title":"Pers. Soc. Psychol. Rev."},{"key":"9_CR22","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"204","DOI":"10.1007\/978-3-319-91122-9_18","volume-title":"Engineering Psychology and Cognitive Ergonomics","author":"MA Neerincx","year":"2018","unstructured":"Neerincx, M.A., van der Waa, J., Kaptein, F., van Diggelen, J.: Using perceptual and cognitive explanations for enhanced human-agent team performance. In: Harris, D. (ed.) EPCE 2018. LNCS (LNAI), vol. 10906, pp. 204\u2013214. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-91122-9_18"},{"unstructured":"Anjomshoae, S., Najjar, A., Calvaresi, D., Fr\u00e4mling, K.: Explainable agents and robots: results from a systematic literature review. In: 18th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2019), Montreal, Canada, 13\u201317 May 2019, pp. 1078\u20131088. International Foundation for Autonomous Agents and Multiagent Systems (2019)","key":"9_CR23"},{"issue":"1","key":"9_CR24","doi-asserted-by":"publisher","first-page":"110","DOI":"10.1515\/pjbr-2018-0009","volume":"9","author":"T Hellstr\u00f6m","year":"2018","unstructured":"Hellstr\u00f6m, T., Bensch, S.: Understandable robots-what, why, and how. Paladyn J. Behav. Robot. 9(1), 110\u2013123 (2018)","journal-title":"Paladyn J. Behav. Robot."},{"doi-asserted-by":"crossref","unstructured":"Kaptein, F., Broekens, J., Hindriks, K., Neerincx, M.: Personalised self-explanation by robots: the role of goals versus beliefs in robot-action explanation for children and adults. In: 2017 26th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN), pp. 676\u2013682. IEEE (2017)","key":"9_CR25","DOI":"10.1109\/ROMAN.2017.8172376"},{"issue":"2210","key":"9_CR26","first-page":"20170872","volume":"474","author":"LC Paulson","year":"2018","unstructured":"Paulson, L.C.: Computational logic: its origins and applications. Proc. Roy. Soc. A Math. Phys. Eng. Sci. 474(2210), 20170872 (2018)","journal-title":"Proc. Roy. Soc. A Math. Phys. Eng. Sci."},{"issue":"3","key":"9_CR27","doi-asserted-by":"publisher","first-page":"1","DOI":"10.3390\/info11030167","volume":"11","author":"R Calegari","year":"2020","unstructured":"Calegari, R., Ciatto, G., Denti, E., Omicini, A.: Logic-based technologies for intelligent systems: state of the art and perspectives. Information 11(3), 1\u201329 (2020). Special Issue \u201c10th Anniversary of Information-Emerging Research Challenges\u201d","journal-title":"Information"},{"unstructured":"Russell, S., Norvig, P.: Artificial intelligence: a modern approach (2002)","key":"9_CR28"},{"unstructured":"Ciatto, G., Calegari, R., Omicini, A., Calvaresi, D.: Towards XMAS: eXplainability through multi-agent systems. In: Savaglio, C., Fortino, G., Ciatto, G., Omicini, A. (eds.) AI&IoT 2019 - Artificial Intelligence and Internet of Things 2019, Volume 2502 of CEUR Workshop Proceedings, pp. 40\u201353. Sun SITE Central Europe, RWTH Aachen University, November 2019","key":"9_CR29"},{"issue":"3","key":"9_CR30","doi-asserted-by":"publisher","first-page":"359","DOI":"10.1007\/s11704-016-6903-6","volume":"11","author":"B Liu","year":"2017","unstructured":"Liu, B.: Lifelong machine learning: a paradigm for continuous learning. Front. Comput. Sci. 11(3), 359\u2013361 (2017)","journal-title":"Front. Comput. Sci."},{"issue":"11","key":"9_CR31","doi-asserted-by":"publisher","first-page":"2474","DOI":"10.1162\/NECO_a_00893","volume":"28","author":"Y Cui","year":"2016","unstructured":"Cui, Y., Ahmad, S., Hawkins, J.: Continuous online sequence learning with an unsupervised neural network model. Neural Comput. 28(11), 2474\u20132504 (2016)","journal-title":"Neural Comput."},{"issue":"1","key":"9_CR32","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1007\/s11047-012-9324-y","volume":"12","author":"JL Fernandez-Marquez","year":"2013","unstructured":"Fernandez-Marquez, J.L., Di Marzo Serugendo, G., Montagna, S., Viroli, M., Arcos, J.L.: Description and composition of bio-inspired design patterns: a complete overview. Nat. Comput. 12(1), 43\u201367 (2013). https:\/\/doi.org\/10.1007\/s11047-012-9324-y","journal-title":"Nat. Comput."},{"issue":"2","key":"9_CR33","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1017\/S0269888900008122","volume":"10","author":"MJ Wooldridge","year":"1995","unstructured":"Wooldridge, M.J., Jennings, N.R.: Intelligent agents: theory and practice. Knowl. Eng. Rev. 10(2), 115\u2013152 (1995)","journal-title":"Knowl. Eng. Rev."},{"key":"9_CR34","doi-asserted-by":"publisher","first-page":"791","DOI":"10.1016\/j.procs.2018.04.137","volume":"130","author":"Y Mualla","year":"2018","unstructured":"Mualla, Y., Bai, W., Galland, S., Nicolle, C.: Comparison of agent-based simulation frameworks for unmanned aerial transportation applications. Procedia Comput. Sci. 130, 791\u2013796 (2018)","journal-title":"Procedia Comput. Sci."},{"doi-asserted-by":"crossref","unstructured":"Calvaresi, D., Marinoni, M., Sturm, A., Schumacher, M., Buttazzo, G.: The challenge of real-time multi-agent systems for enabling IoT and CPS. In: Proceedings of the International Conference on Web Intelligence, pp. 356\u2013364 (2017)","key":"9_CR35","DOI":"10.1145\/3106426.3106518"},{"key":"9_CR36","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"392","DOI":"10.1007\/978-3-030-49778-1_30","volume-title":"Advances in Practical Applications of Agents, Multi-Agent Systems, and Trustworthiness. The PAAMS Collection","author":"D Calvaresi","year":"2020","unstructured":"Calvaresi, D., Albanese, G., Calbimonte, J.-P., Schumacher, M.: SEAMLESS: simulation and analysis for\u00a0multi-agent system in time-constrained environments. In: Demazeau, Y., Holvoet, T., Corchado, J.M., Costantini, S. (eds.) PAAMS 2020. LNCS (LNAI), vol. 12092, pp. 392\u2013397. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-49778-1_30"},{"unstructured":"Urieli, D., MacAlpine, P., Kalyanakrishnan, S., Bentor, Y., Stone, P.: On optimizing interdependent skills: a case study in simulated 3D humanoid robot soccer. In: AAMAS, vol. 11, p. 769 (2011)","key":"9_CR37"},{"doi-asserted-by":"crossref","unstructured":"Johnson-Laird, P.N.: Inference with mental models. In: The Oxford Handbook of Thinking and Reasoning, pp. 134\u2013145 (2012)","key":"9_CR38","DOI":"10.1093\/oxfordhb\/9780199734689.013.0009"},{"unstructured":"Gentner, D., Stevens, A.L.: Mental models Lawrence Erlbaum associates, Hillsdale, New Jersey (1983)","key":"9_CR39"},{"key":"9_CR40","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1016\/j.cobeha.2018.12.011","volume":"29","author":"JB Hamrick","year":"2019","unstructured":"Hamrick, J.B.: Analogues of mental simulation and imagination in deep learning. Curr. Opin. Behav. Sci. 29, 8\u201316 (2019)","journal-title":"Curr. Opin. Behav. Sci."},{"issue":"6","key":"9_CR41","doi-asserted-by":"publisher","first-page":"280","DOI":"10.1016\/j.tics.2004.04.001","volume":"8","author":"M Hegarty","year":"2004","unstructured":"Hegarty, M.: Mechanical reasoning by mental simulation. Trends Cogn. Sci. 8(6), 280\u2013285 (2004)","journal-title":"Trends Cogn. Sci."},{"issue":"45","key":"9_CR42","doi-asserted-by":"publisher","first-page":"18327","DOI":"10.1073\/pnas.1306572110","volume":"110","author":"PW Battaglia","year":"2013","unstructured":"Battaglia, P.W., Hamrick, J.B., Tenenbaum, J.B.: Simulation as an engine of physical scene understanding. Proc. Natl. Acad. Sci. 110(45), 18327\u201318332 (2013)","journal-title":"Proc. Natl. Acad. Sci."},{"key":"9_CR43","volume-title":"The Work of the Imagination","author":"PL Harris","year":"2000","unstructured":"Harris, P.L.: The Work of the Imagination. Blackwell Publishing, Hoboken (2000)"},{"doi-asserted-by":"crossref","unstructured":"Boden, M.A., et al.: The Creative Mind: Myths and Mechanisms. Psychology Press (2004)","key":"9_CR44","DOI":"10.4324\/9780203508527"},{"issue":"3","key":"9_CR45","doi-asserted-by":"publisher","first-page":"354","DOI":"10.1162\/ARTL_a_00176","volume":"21","author":"MA Boden","year":"2015","unstructured":"Boden, M.A.: Creativity and ALife. Artif. Life 21(3), 354\u2013365 (2015)","journal-title":"Artif. Life"},{"issue":"3\u20134","key":"9_CR46","doi-asserted-by":"publisher","first-page":"466","DOI":"10.1016\/j.artint.2008.12.001","volume":"173","author":"T Froese","year":"2009","unstructured":"Froese, T., Ziemke, T.: Enactive artificial intelligence: investigating the systemic organization of life and mind. Artif. Intell. 173(3\u20134), 466\u2013500 (2009)","journal-title":"Artif. Intell."},{"issue":"3","key":"9_CR47","doi-asserted-by":"publisher","first-page":"319","DOI":"10.1007\/s11023-009-9165-3","volume":"19","author":"P De Loor","year":"2009","unstructured":"De Loor, P., Manac\u2019h, K., Tisseau, J.: Enaction-based artificial intelligence: toward co-evolution with humans in the loop. Minds Mach. 19(3), 319\u2013343 (2009). https:\/\/doi.org\/10.1007\/s11023-009-9165-3","journal-title":"Minds Mach."},{"unstructured":"Guckelsberger, C., Salge, C., Colton, S.: Addressing the \u201cwhy?\u201d in computational creativity: a non-anthropocentric, minimal model of intentional creative agency (2017)","key":"9_CR48"},{"unstructured":"Mogren, O.: C-RNN-GAN: continuous recurrent neural networks with adversarial training. arXiv preprint arXiv:1611.09904 (2016)","key":"9_CR49"},{"doi-asserted-by":"crossref","unstructured":"Park, T., Liu, M.-Y., Wang, T.-C., Zhu, J.-Y.: GauGAN: semantic image synthesis with spatially adaptive normalization. In: ACM SIGGRAPH 2019 Real-Time Live! p. 1 (2019)","key":"9_CR50","DOI":"10.1145\/3306305.3332370"},{"doi-asserted-by":"crossref","unstructured":"Genovese, A., Piuri, V., Scotti, F.: Towards explainable face aging with generative adversarial networks. In: 2019 IEEE International Conference on Image Processing (ICIP), pp. 3806\u20133810. IEEE (2019)","key":"9_CR51","DOI":"10.1109\/ICIP.2019.8803616"},{"issue":"6","key":"9_CR52","doi-asserted-by":"publisher","first-page":"2088","DOI":"10.1109\/TMI.2020.2964499","volume":"39","author":"C Biffi","year":"2020","unstructured":"Biffi, C., et al.: Explainable anatomical shape analysis through deep hierarchical generative models. IEEE Trans. Med. Imaging 39(6), 2088\u20132099 (2020)","journal-title":"IEEE Trans. Med. Imaging"},{"doi-asserted-by":"crossref","unstructured":"Zhu, Y., Suri, S., Kulkarni, P., Chen, Y., Duan, J., Kuo, C.-C.J.: An interpretable generative model for handwritten digits synthesis. In: 2019 IEEE International Conference on Image Processing (ICIP), pp. 1910\u20131914. IEEE (2019)","key":"9_CR53","DOI":"10.1109\/ICIP.2019.8803129"},{"unstructured":"Azmy, M., Shi, P., Lin, J., Ilyas, I.F.: Matching entities across different knowledge graphs with graph embeddings. arXiv preprint arXiv:1903.06607 (2019)","key":"9_CR54"},{"key":"9_CR55","volume-title":"Neural-Symbolic Learning Systems: Foundations and Applications","author":"AS d\u2019Avila Garcez","year":"2012","unstructured":"d\u2019Avila Garcez, A.S., Broda, K.B., Gabbay, D.M.: Neural-Symbolic Learning Systems: Foundations and Applications. Springer, London (2012)"},{"issue":"3\u20134","key":"9_CR56","first-page":"428","volume":"2","author":"J Broersen","year":"2002","unstructured":"Broersen, J., Dastani, M., Hulstijn, J., van der Torre, L.: Goal generation in the BOID architecture. Cogn. Sci. Q. 2(3\u20134), 428\u2013447 (2002)","journal-title":"Cogn. Sci. Q."},{"unstructured":"Ren, Z., Dong, K., Zhou, Y., Liu, Q., Peng, J.: Exploration via hindsight goal generation. arXiv preprint arXiv:1906.04279 (2019)","key":"9_CR57"},{"doi-asserted-by":"crossref","unstructured":"Euzenat, J.: Interaction-based ontology alignment repair with expansion and relaxation. In: IJCAI 2017\u201326th International Joint Conference on Artificial Intelligence, pp. 185\u2013191. AAAI Press (2017)","key":"9_CR58","DOI":"10.24963\/ijcai.2017\/27"},{"doi-asserted-by":"crossref","unstructured":"Chocron, P., Pareti, P.: Vocabulary alignment for collaborative agents: a study with real-world multilingual how-to instructions. In: IJCAI, pp. 159\u2013165 (2018)","key":"9_CR59","DOI":"10.24963\/ijcai.2018\/22"},{"unstructured":"Jim\u00e9nez-Ruiz, E., Payne, T.R., Solimando, A., Tamma, V.: Limiting logical violations in ontology alignment through negotiation. In: Proceedings of the Fifteenth International Conference on Principles of Knowledge Representation and Reasoning, pp. 217\u2013226 (2016)","key":"9_CR60"},{"doi-asserted-by":"crossref","unstructured":"Lorenz, M., Gehrke, J.D., Langer, H., Timm, I.J., Hammer, J.: Situation-aware risk management in autonomous agents. In: Proceedings of the 14th ACM International Conference on Information and Knowledge Management, pp. 363\u2013364 (2005)","key":"9_CR61","DOI":"10.1145\/1099554.1099668"},{"key":"9_CR62","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1007\/978-3-030-57977-7_9","volume-title":"Rules and Reasoning","author":"L Bellomarini","year":"2020","unstructured":"Bellomarini, L., Laurenza, E., Sallinger, E., Sherkhonov, E.: Reasoning under uncertainty in knowledge graphs. In: Guti\u00e9rrez-Basulto, V., Kliegr, T., Soylu, A., Giese, M., Roman, D. (eds.) RuleML+RR 2020. LNCS, vol. 12173, pp. 131\u2013139. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-57977-7_9"},{"doi-asserted-by":"crossref","unstructured":"Seeme, F.B., Green, D.G.: Pluralistic ignorance: emergence and hypotheses testing in a multi-agent system. In: 2016 International Joint Conference on Neural Networks (IJCNN), pp. 5269\u20135274. IEEE (2016)","key":"9_CR63","DOI":"10.1109\/IJCNN.2016.7727896"},{"key":"9_CR64","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"102","DOI":"10.1007\/978-3-642-33152-7_7","volume-title":"Argumentation in Multi-Agent Systems","author":"IA Letia","year":"2012","unstructured":"Letia, I.A., Groza, A.: Arguing with justifications between collaborating agents. In: McBurney, P., Parsons, S., Rahwan, I. (eds.) ArgMAS 2011. LNCS (LNAI), vol. 7543, pp. 102\u2013116. Springer, Heidelberg (2012). https:\/\/doi.org\/10.1007\/978-3-642-33152-7_7"},{"issue":"6","key":"9_CR65","doi-asserted-by":"publisher","first-page":"913","DOI":"10.1007\/s10514-020-09904-1","volume":"44","author":"J Olofsson","year":"2020","unstructured":"Olofsson, J., Hendeby, G., Lauknes, T.R., Johansen, T.A.: Multi-agent informed path planning using the probability hypothesis density. Auton. Robots 44(6), 913\u2013925 (2020). https:\/\/doi.org\/10.1007\/s10514-020-09904-1","journal-title":"Auton. Robots"},{"key":"9_CR66","doi-asserted-by":"publisher","first-page":"103471","DOI":"10.1016\/j.artint.2021.103471","volume":"296","author":"R Confalonieri","year":"2021","unstructured":"Confalonieri, R., Weyde, T., Besold, T.R., del Prado Mart\u00edn, F.M.: Using ontologies to enhance human understandability of global post-hoc explanations of black-box models. Artif. Intell. 296, 103471 (2021)","journal-title":"Artif. Intell."},{"doi-asserted-by":"crossref","unstructured":"Pathak, D., Agrawal, P., Efros, A.A., Darrell, T.: Curiosity-driven exploration by self-supervised prediction. In: International Conference on Machine Learning, pp. 2778\u20132787. PMLR (2017)","key":"9_CR67","DOI":"10.1109\/CVPRW.2017.70"},{"key":"9_CR68","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"261","DOI":"10.1007\/978-3-030-03098-8_16","volume-title":"PRIMA 2018: Principles and Practice of Multi-Agent Systems","author":"M Baldoni","year":"2018","unstructured":"Baldoni, M., Baroglio, C., Boissier, O., May, K.M., Micalizio, R., Tedeschi, S.: Accountability and responsibility in agent organizations. In: Miller, T., Oren, N., Sakurai, Y., Noda, I., Savarimuthu, B.T.R., Cao Son, T. (eds.) PRIMA 2018. LNCS (LNAI), vol. 11224, pp. 261\u2013278. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-030-03098-8_16"},{"issue":"1","key":"9_CR69","doi-asserted-by":"publisher","first-page":"1:1","DOI":"10.1007\/s10458-020-09478-3","volume":"35","author":"R Calegari","year":"2021","unstructured":"Calegari, R., Ciatto, G., Mascardi, V., Omicini, A.: Logic-based technologies for multi-agent systems: a systematic literature review. Auton. Agents Multi-Agent Syst. 35(1), 1:1\u20131:67 (2021). https:\/\/doi.org\/10.1007\/s10458-020-09478-3. Collection \u201cCurrent Trends in Research on Software Agents and Agent-Based Software Development\u201d","journal-title":"Auton. Agents Multi-Agent Syst."},{"unstructured":"Ciatto, G., Calegari, R., Siboni, E., Denti, E., Omicini, A.: 2P-Kt: logic programming with objects & functions in Kotlin. In: Calegari, R., Ciatto, G., Denti, E., Omicini, A., Sartor, G. (eds.) WOA 2020\u2013Proceedings of the 21th Workshop \u201cFrom Objects to Agents\u201d, Volume 2706 of CEUR Workshop Proceedings, Aachen, Germany, October 2020, pp. 219\u2013236. Sun SITE Central Europe, RWTH Aachen University, Bologna, Italy, 14\u201316 September 2020 (2020)","key":"9_CR70"},{"key":"9_CR71","doi-asserted-by":"publisher","first-page":"202","DOI":"10.1057\/jos.2012.27","volume":"7","author":"D Pianini","year":"2013","unstructured":"Pianini, D., Montagna, S., Viroli, M.: Chemical-oriented simulation of computational systems with ALCHEMIST. J. Simul. 7, 202\u2013215 (2013). https:\/\/doi.org\/10.1057\/jos.2012.27","journal-title":"J. Simul."}],"container-title":["Lecture Notes in Computer Science","Explainable and Transparent AI and Multi-Agent Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-82017-6_9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T09:02:44Z","timestamp":1725440564000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-82017-6_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030820169","9783030820176"],"references-count":71,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-82017-6_9","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":"17 July 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"EXTRAAMAS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Workshop on Explainable, Transparent Autonomous Agents and Multi-Agent Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 May 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 May 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"extraamas2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/extraamas.ehealth.hevs.ch\/","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":"32","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":"19","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":"1","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":"59% - 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":"3,3","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":"2","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)"}}]}}