Per Year

 @book{jacamo-book2020,
    author = {Boissier, Olivier and Bordini, Rafael H. and Hübner, Jomi and Ricci, Alessandro},
    booktitle = {Multi-Agent Oriented Programming. Programming Multi-Agent Systems Using {JaCaMo}},
    isbn = {9780262044578},
    month = sep,
    publisher = {The MIT Press},
    series = {Intelligent Robotics and Autonomous Agents},
    title = {Multi-Agent Oriented Programming},
    subtitle = {Multi-Agent Systems Using {JaCaMo}},
    url = {https://mitpress.mit.edu/9780262044578/multi-agent-oriented-programming/},
    year = 2020
} 

 @inproceedings{arg2p-cilc2020,
    address = {Aachen, Germany},
    author = {Pisano, Giuseppe and Calegari, Roberta and Omicini, Andrea and Sartor, Giovanni},
    booktitle = {CILC 2020 -- Italian Conference on Computational Logic. Proceedings of the 35th Italian Conference on Computational Logic},
    dblp = {conf/cilc/PisanoCOS20},
    editor = {Calimeri, Francesco and Perri, Simona and Zumpano, Ester},
    iris = {11585/776173},
    issn = {1613-0073},
    keywords = {argumentation; logic-based argumentation; burden of persuasion; tuProlog; micro-intelligence; symbolic intelligence},
    location = {Rende, CS, Italy},
    month = {13-15}}},
    publisher = {CEUR-WS},
    scholar = {11457064787617704916},
    scopus = {2-s2.0-85095821934},
    series = {CEUR Workshop Proceedings},
    subseries = {AI*IA Series},
    title = {Arg-{{\sf tu}Prolog}: A {{\sf tu}Prolog}-based argumentation framework},
    url = {http://ceur-ws.org/Vol-2710/paper4.pdf},
    volume = 2710,
    year = 2020
} 

 @inproceedings{nsc4xai-woa2020,
    address = {Aachen, Germany},
    articleno = 8,
    author = {Pisano, Giuseppe and Ciatto, Giovanni and Calegari, Roberta and Omicini, Andrea},
    booktitle = {WOA 2020 -- 21th Workshop ``From Objects to Agents''},
    dblp = {conf/woa/PisanoCCO20},
    editor = {Calegari, Roberta and Ciatto, Giovanni and Denti, Enrico and Omicini, Andrea and Sartor, Giovanni},
    iris = {11585/781387},
    issn = {1613-0073},
    keywords = {XAI, Hybrid Systems, Neural Networks, Logical Constraining},
    location = {Bologna, Italy},
    month = oct,
    note = {21st Workshop ``From Objects to Agents'' (WOA 2020), Bologna, Italy, 14--16~} # sep # {~2020. Proceedings},
    numpages = 17,
    pages = {101--117},
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    scopus = {2-s2.0-85095616404},
    scopus-id = {2-s2.0-85095616404},
    series = {CEUR Workshop Proceedings},
    subseries = {AI*IA Series},
    title = {Neuro-symbolic Computation for {XAI}: Towards a Unified Model},
    url = {http://ceur-ws.org/Vol-2706/paper18.pdf},
    urlpdf = {http://ceur-ws.org/Vol-2706/paper18.pdf},
    volume = 2706,
    year = 2020
} 

 @inproceedings{agentbasedxai-aamas2020,
    acm = {10.5555/3398761.3398992},
    author = {Ciatto, Giovanni and Calvaresi, Davide and Schumacher, Michael I. and Omicini, Andrea},
    booktitle = {19th International Conference on Autonomous Agents and MultiAgent Systems},
    dblp = {conf/atal/CiattoCSO20},
    editor = {El Fallah Seghrouchni, Amal and Sukthankar, Gita and An, Bo and Yorke-Smith, Neil},
    iris = {11585/785178},
    isbn = {978-1-4503-7518-4},
    issn = {2523-5699},
    keywords = {Abstract Framework; Multi-Agent Systems; XAI},
    location = {Auckland, New Zeland},
    month = may,
    note = {Extended Abstract},
    numpages = 3,
    pages = {1816--1818},
    publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
    scholar = {6887880147832489319},
    scopus = {2-s2.0-85090291401},
    title = {An Abstract Framework for Agent-Based Explanations in {AI}},
    url = {http://dl.acm.org/doi/10.5555/3398761.3398992},
    urlpdf = {http://ifaamas.org/Proceedings/aamas2020/pdfs/p1816.pdf},
    year = 2020
} 

 @inproceedings{compulaw-woa2020,
    address = {Aachen, Germany},
    author = {Calegari, Roberta and Omicini, Andrea and Sartor, Giovanni},
    booktitle = {WOA 2020 -- 21st Workshop ``From Objects to Agents''},
    dblp = {conf/woa/CalegariOS20},
    editor = {Calegari, Roberta and Ciatto, Giovanni and Denti, Enrico and Omicini, Andrea and Sartor, Giovanni},
    iris = {11585/781376},
    issn = {1613-0073},
    keywords = {computable law, multi-agent system, argumentation, logic, hybrid approaches},
    location = {Bologna, Italy},
    month = oct,
    note = {21st Workshop ``From Objects to Agents'' (WOA 2020), Bologna, Italy, 14--16~} # sep # {~2020. Proceedings},
    numpages = 15,
    pages = {54--68},
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    scopus = {2-s2.0-85095574538},
    scopus-id = {2-s2.0-85095574538},
    series = {CEUR Workshop Proceedings},
    subseries = {AI*IA Series},
    title = {Computable Law as Argumentation-based {MAS}},
    url = {http://ceur-ws.org/Vol-2706/paper10.pdf},
    volume = 2706,
    year = 2020
} 

 @proceedings{proceedings-woa2020,
    address = {Aachen, Germany},
    booktitle = {WOA 2020 -- 21st Workshop ``From Objects to Agents''},
    dblp = {conf/woa/2020},
    editor = {Calegari, Roberta and Ciatto, Giovanni and Denti, Enrico and Omicini, Andrea and Sartor, Giovanni},
    iris = {11585/781511},
    issn = {1613-0073},
    location = {Bologna, Italy},
    month = oct,
    note = {21st Workshop ``From Objects to Agents'' (WOA 2020), Bologna, Italy, 14--16~} # sep # {~2020. Proceedings},
    pages = {VII, 251},
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    series = {CEUR Workshop Proceedings},
    subseries = {AI*IA Series},
    title = {From Objects to Agents},
    url = {http://ceur-ws.org/Vol-2706/},
    urlpdf = {http://apice.unibo.it/xwiki/bin/download/Publications/ProceedingsWoa2020/ProceedingsWOA2020.pdf},
    volume = 2706,
    year = 2020
} 

 @inproceedings{explanation-aixia2020dp,
    address = {Aachen, Germany},
    articleno = 1,
    author = {Omicini, Andrea},
    booktitle = {AIxIA 2020 DP –– AIxIA 2020 Discussion Papers Workshop},
    dblp = {conf/aiia/Omicini20},
    editor = {Vizzari, Giuseppe and Palmonari, Matteo and Orlandini, Andrea},
    iris = {11585/784607},
    issn = {1613-0073},
    keywords = {explanation, rational vs. intuitive cognition, multi-agent systems, agent communication, noetics vs. semiotics, transformation of semiotic register},
    month = nov,
    numpages = 11,
    pages = {1--11},
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    scholar = {10157053425551607067},
    scopus = {2-s2.0-85098110914},
    series = {AI*IA Series},
    subseries = {CEUR Workshop Proceedings},
    title = {Not just for humans: Explanation for agent-to-agent communication},
    url = {http://ceur-ws.org/Vol-2776/paper-1.pdf},
    volume = 2776,
    year = 2020
} 

 @inproceedings{kotlindsi4prolog-woa2020,
    address = {Aachen, Germany},
    author = {Ciatto, Giovanni and Calegari, Roberta and Siboni, Enrico and Denti, Enrico and Omicini, Andrea},
    booktitle = {WOA 2020 -- 21th Workshop ``From Objects to Agents''},
    dblp = {conf/woa/CiattoCSDO20},
    editor = {Calegari, Roberta and Ciatto, Giovanni and Denti, Enrico and Omicini, Andrea and Sartor, Giovanni},
    iris = {11585/781391},
    keywords = {object-oriented programming, multi-paradigm languages, domain-specific languages, Kotlin},
    location = {Bologna, Italy},
    month = oct,
    note = {21st Workshop ``From Objects to Agents'' (WOA 2020), Bologna, Italy, 14--16~} # sep # {~2020. Proceedings},
    numpages = 18,
    pages = {219--236},
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    scopus = {2-s2.0-85095597762},
    series = {CEUR Workshop Proceedings},
    subseries = {AIxIA Series},
    title = {{{\sf 2}P-{\sc Kt}}: logic programming with objects \char"26{} functions in {K}otlin},
    url = {http://ceur-ws.org/Vol-2706/paper14.pdf},
    urlpdf = {http://ceur-ws.org/Vol-2706/paper14.pdf},
    volume = 2706,
    year = 2020
} }}})))
((({{{ @inproceedings{preface-woa2020,
    address = {Aachen, Germany},
    author = {Calegari, Roberta and Ciatto, Giovanni and Denti, Enrico and Omicini, Andrea and Sartor, Giovanni},
    booktitle = {WOA 2020 -- 21th Workshop ``From Objects to Agents''},
    editor = {Calegari, Roberta and Ciatto, Giovanni and Denti, Enrico and Omicini, Andrea and Sartor, Giovanni},
    iris = {11585/781522},
    location = {Bologna, Italy},
    month = oct,
    note = {21st Workshop ``From Objects to Agents'' (WOA 2020), Bologna, Italy, 14--16~} # sep # {~2020. Proceedings},
    numpages = 2,
    pages = {iii--iv},
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    scopus = {2-s2.0-85095596630},
    series = {CEUR Workshop Proceedings},
    subseries = {AI*IA Series},
    title = {Preface},
    url = {http://ceur-ws.org/Vol-2706/xpreface.pdf},
    urlpdf = {http://ceur-ws.org/Vol-2706/xpreface.pdf},
    volume = 2706,
    year = 2020
} }}})))
((({{{ @article{transferlearning-jmlr21,
    author = {Raffel, Colin and Shazeer, Noam and Roberts, Adam and Lee, Katherine and Narang, Sharan and Matena, Michael and Zhou, Yanqi and Li, Wei and Liu, Peter J.},
    journal = {Journal of Machine Learning Research},
    number = 140,
    pages = {1--67},
    title = {Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer},
    url = {http://jmlr.org/papers/v21/20-074.html},
    urlpdf = {https://jmlr.org/papers/volume21/20-074/20-074.pdf},
    volume = 21,
    year = 2020
} }}})))
((({{{ @article{montagna-himas2020,
	articleno = 188,
	author = {Montagna, Sara and Mariani, Stefano and Gamberini, Emiliano and Ricci, Alessandro and Zambonelli, Franco},
	journal = {Journal of Medical Systems},
	month = sep,
	numpages = 10,
	pages = {1--10},
	publisher = {Springer},
	title = {Complementing Agents with Cognitive Services: A Case Study in Healthcare},
	url = {https://link.springer.com/10.1007/s10916-020-01621-7},
	urlpdf = {https://link.springer.com/content/pdf/10.1007/s10916-020-01621-7.pdf},
	volume = 44,
	year = 2020} }}})))
((({{{ @inproceedings{gpt3-neurips2020,
    author = {Brown, Tom and Mann, Benjamin and Ryder, Nick and Subbiah, Melanie and Kaplan, Jared D and Dhariwal, Prafulla and Neelakantan, Arvind and Shyam, Pranav and Sastry, Girish and Askell, Amanda and Agarwal, Sandhini and Herbert-Voss, Ariel and Krueger, Gretchen and Henighan, Tom and Child, Rewon and Ramesh, Aditya and Ziegler, Daniel and Wu, Jeffrey and Winter, Clemens and Hesse, Chris and Chen, Mark and Sigler, Eric and Litwin, Mateusz and Gray, Scott and Chess, Benjamin and Clark, Jack and Berner, Christopher and McCandlish, Sam and Radford, Alec and Sutskever, Ilya and Amodei, Dario},
    booktitle = {Advances in Neural Information Processing Systems (NeurIPS 2020)},
    editor = {Larochelle, Hugo and Ranzato, Marc'Aurelio and Hadsell, Raia and Balcan, Maria-Florina and Lin, Hsuan-Tien},
    pages = {1877--1901},
    publisher = {Curran Associates, Inc.},
    title = {Language Models are Few-Shot Learners},
    url = {https://papers.nips.cc/paper/2020/hash/1457c0d6bfcb4967418bfb8ac142f64a-Abstract.html},
    urlpdf = {https://proceedings.neurips.cc/paper/2020/file/1457c0d6bfcb4967418bfb8ac142f64a-Paper.pdf},
    volume = 33,
    year = 2020
} }}})))
((({{{ @article{mlexplanations-corr201010596,
	author = {Verma, Sahil and Dickerson, John P. and Hines, Keegan},
	eprint = {2010.10596},
	eprinttype = {arXiv},
	journal = {CoRR},
	title = {Counterfactual Explanations for Machine Learning: {A} Review},
	url = {https://arxiv.org/abs/2010.10596},
	volume = {abs/2010.10596},
	year = 2020} }}})))
((({{{ @article{coordinationcomplexity-specialIssue2020,
    author = {Lujak, Marin and Giordani, Stefano and Omicini, Andrea and Ossowski, Sascha},
    editor = {Lujak, Marin and Giordani, Stefano and Omicini, Andrea and Ossowski, Sascha},
    eissn = {1099-0526},
    iris = {11585/766344},
    issn = {1076-2787},
    journal = {Complexity},
    note = {Special Issue},
    publisher = {Wiley / Hindawi},
    title = {Scalable Distributed Decision-Making and Coordination in Large and Complex Systems: Methods, Techniques, and Models},
    url = {https://www.hindawi.com/journals/complexity/si/349149/},
    volume = 2019--2020,
    year = 2020
} }}})))
((({{{ @inproceedings{arglpxai-aiia2020,
    author = {Calegari, Roberta and Omicini, Andrea and Sartor, Giovanni},
    booktitle = {XAI.it 2020 -- Italian Workshop on Explainable Artificial Intelligence 2020},
    dblp = {conf/aiia/CalegariOS20},
    editor = {Musto, Cataldo and Magazzeni, Daniele and Ruggieri, Salvatore and Semeraro, Giovanni},
    iris = {11585/780458},
    keywords = {explainable AI, ethical AI, argumentation, logic programming, abduction, probabilistic LP, inductive LP},
    month = nov,
    note = {Proceedings of the Italian Workshop on Explainable Artificial Intelligence co-located with 19th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2020)},
    pages = {55--68},
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    scopus = {2-s2.0-85098916778},
    series = {CEUR Workshop Proceedings},
    subseries = {AI*IA Series},
    title = {Argumentation and Logic Programming for Explainable and Ethical {AI}},
    url = {http://ceur-ws.org/Vol-2742/paper5.pdf},
    volume = 2742,
    year = 2020
} }}})))
((({{{ @article{simas-applsci10,
    author = {Mariani, Stefano and Omicini, Andrea},
    editor = {Mariani, Stefano and Omicini, Andrea},
    journal = {Applied Sciences},
    number = 15,
    publisher = {MDPI},
    title = {Special Issue ``{M}ulti-{A}gent {S}ystems'' 2019},
    url = {https://www.mdpi.com/journal/applsci/special_issues/Multi-Agent_Systems_2019},
    volume = 10,
    year = 2020
} }}})))
</div>
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16 {{stringEngIta eng='publications in' ita='pubblicazioni nel'/}} 2020 {{stringEngIta eng='without' ita='senza'/}} DOI &bull; [[top>>||anchor="top"]] &bull; [[index>>||anchor="index"]] &bull; [[bottom>>||anchor="bottom"]]</div>