Journals 📖

• A. Agiollo, A. Rafanelli, M. Magnini, G. Ciatto, and A. Omicini,
  “Symbolic knowledge injection meets intelligent agents: QoS metrics and experiments”,
  Autonomous Agents and Multi-Agent Systems, 2023.
  [LINK] [BibTeX]

  	@article{skiqosMAS-JAAMAS,
  	author={Agiollo, Andrea
  	and Rafanelli, Andrea
  	and Magnini, Matteo
  	and Ciatto, Giovanni
  	and Omicini, Andrea},
  	title={Symbolic knowledge injection meets intelligent agents: QoS metrics and experiments},
  	journal={Autonomous Agents and Multi-Agent Systems},
  	year={2023},
  	month={Jun},
  	day={23},
  	volume={37},
  	number={2},
  	pages={27},
  	issn={1573-7454},
  	doi={10.1007/s10458-023-09609-6},
  	url={https://doi.org/10.1007/s10458-023-09609-6}
  	}
  
  	



• G. De Gasperis, S. Costantini, A. Rafanelli, P. Migliarini, I. Letteri, and A.Dyoub,
  “Extension of constraint-procedural logic-generated environments for deep Q-learning agent training and benchmarking”,
  Journal of Logic and Computation, 2023.
  [LINK] [BibTeX]

  	@article{DGCR23,
  	    author = {De Gasperis, Giovanni and Costantini, Stefania and Rafanelli, Andrea and Migliarini, Patrizio and Letteri, Ivan and Dyoub, Abeer},
  	    title = "{Extension of constraint-procedural logic-generated environments for deep Q-learning agent training and benchmarking}",
  	    journal = {Journal of Logic and Computation},
  	    year = {2023},
  	    month = {06},
  	    issn = {0955-792X},
  	    doi = {10.1093/logcom/exad032},
  	    url = {https://doi.org/10.1093/logcom/exad032},
  	    note = {exad032},
  	    eprint = {https://academic.oup.com/logcom/advance-article-pdf/doi/10.1093/logcom/exad032/50530031/exad032.pdf},
  }
  
  	
  	



• A. Rafanelli, S.Costantini and G. De Gasperis,
  “Neural-logic Multi-agent System for Flood Event Detection”,
  Intelligenza Artificale, 2023.
  [LINK] [BibTeX]

  	@article{10.3233/IA-230004,
  	    author = {Rafanelli, Andrea and Costantini, Stefania and De Gasperis, Giovanni},
  	    title = "{Neural-logic Multi-agent System for Flood Event Detection}",
  	    booktitle = {Intelligenza Artificiale},
  	    publisher = {IOS Press},
  	    year = {2023},
  	    vol = {17},
  	    pages = {19-35}
  	    issn = {2211-0097},
  	    doi = {10.3233/IA-230004},
  	    url = {https://doi.org/10.3233/IA-230004},
  }	
  
  	

Conferences 📚

• A. Rafanelli,
  “Beyond Traditional Neural Networks: Toward adding Reasoning and Learning Capabilities through Computational Logic Techniques”,
  39th International Conference on Logic Programming, ICLP 2023, 2022.
  [LINK] [BibTeX]

  	
  
  	@inproceedings{RafanelliDC23,
  	  author       = {Andrea Rafanelli},
  	  editor       = {Enrico Pontelli and
  	                  Stefania Costantini and
  	                  Carmine Dodaro and
  	                  Sarah Alice Gaggl and
  	                  Roberta Calegari and
  	                  Artur S. d'Avila Garcez and
  	                  Francesco Fabiano and
  	                  Alessandra Mileo and
  	                  Alessandra Russo and
  	                  Francesca Toni},
  	  title        = {Beyond Traditional Neural Networks: Toward adding Reasoning and Learning
  	                  Capabilities through Computational Logic Techniques},
  	  booktitle    = {Proceedings 39th International Conference on Logic Programming, {ICLP}
  	                  2023, Imperial College London, UK, 9th July 2023 - 15th July 2023},
  	  series       = ,
  	  volume       = {385},
  	  pages        = {416--422},
  	  year         = {2023},
  	  url          = {https://doi.org/10.4204/EPTCS.385.51},
  	  doi          = {10.4204/EPTCS.385.51},
  	  timestamp    = {Wed, 25 Oct 2023 16:09:20 +0200},
  	  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-15899.bib},
  	  bibsource    = {dblp computer science bibliography, https://dblp.org}
  	}
  
  	



• A. Rafanelli, S.Costantini and A. Omicini,
  “Position paper: On the role of abductive reasoning in semantic image segmentation”,
  21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022) , 2022.
  [BibTeX] [PDF] [SLIDES]

  	@article{RCO23,
  	author = {Rafanelli, Andrea and Costantini, Stefania and Omicini, Andrea},
  	booktitle = {21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022) },
  	publisher = {Sun SITE Central Europe, RWTH Aachen University},
  	series = {CEUR Workshop Proceedings},
  	subseries = {AIxIA Series},
  	title = {Position paper: On the role of abductive reasoning in semantic image segmentation},
  	} 	
  	

Workshops ✍🏻

• A. Rafanelli, S. Costantini, and G. De Gasperis,
  “Experimenting an approach to Neuro-Symbolic RL”,
  30rd Workshop “Experimental Evaluation of Algorithms for Solving Problems with Combinatorial Explosion” (RCRA), 2023.
  [BibTeX] [PDF]

  	@article{RCDGRCRA23,
  	author = {Rafanelli, Andrea and Costantini, Stefania and De Gasperis, Giovanni},
  	booktitle = {AIxIA23 -- IPS 2023, RCRA 2023, and SPIRIT 2023 Workshops
  Planning and Scheduling, Experimental Evaluation of Algorithms for Solving Problems with Combinatorial Explosion, and Strategies, Prediction, Interaction, and Reasoning},
  	editor = {Riccardo De Benedictis, Matteo Castiglioni, Diodato Ferraioli, Vadim Malvone, Marco Maratea, Enrico Scala, Luciano Serafini,
  		 Ivan Serina, Elisa Tosello, Alessandro Umbrico, Mauro Vallati},
  	issn = {1613-0073},
  	month = nov,
  	publisher = {Sun SITE Central Europe, RWTH Aachen University},
  	series = {CEUR Workshop Proceedings},
  	subseries = {AIxIA Series},
  	title = {Towards Quality-of-Service Metrics for Symbolic Knowledge Injection},
  	url = {https://ceur-ws.org/Vol-3585/paper9_RCRA8.pdf},
  	url-pdf = {https://ceur-ws.org/Vol-3585/paper9_RCRA8.pdf},
  	volume = 3585,
  	year = 2023} 
  	
  	



• A. Agiollo, A. Rafanelli and A. Omicini,
  “Towards Quality-of-Service Metrics for Symbolic Knowledge Injection”,
  23rd Workshop “From Objects to Agents” (WOA), 2022.
  [BibTeX] [PDF] [SLIDES]

  	@article{skiqs-woa2022,
  	author = {Agiollo, Andrea and Rafanelli, Andrea and Omicini, Andrea},
  	booktitle = {WOA 2022 -- 23rd Workshop ``From Objects to Agents''},
  	editor = {Ferrando, Angelo and Mascardi, Viviana},
  	issn = {1613-0073},
  	keywords = { symbolic knowledge injection, quality of service, efficiency, understandability, robustness},
  	month = nov,
  	pages = {30--47},
  	publisher = {Sun SITE Central Europe, RWTH Aachen University},
  	series = {CEUR Workshop Proceedings},
  	subseries = {AIxIA Series},
  	title = {Towards Quality-of-Service Metrics for Symbolic Knowledge Injection},
  	url = {http://ceur-ws.org/Vol-3261/paper3.pdf},
  	url-pdf = {http://ceur-ws.org/Vol-3261/paper3.pdf},
  	volume = 3261,
  	year = 2022} 
  	
  	



• A. Rafanelli, S. Costantini and G. De Gasperis,
  “A Multi-Agent-System framework for flooding events”,
  23rd Workshop “From Objects to Agents” (WOA), 2022.
  [BibTeX] [PDF] [SLIDES]

  	@article{RCG22,
  	author = {Rafanelli, Andrea and Costantini, Stefania and De Gasperis, Giovanni},
  	booktitle = {WOA 2022 -- 23rd Workshop ``From Objects to Agents''},
  	editor = {Ferrando, Angelo and Mascardi, Viviana},
  	issn = {1613-0073},
  	keywords = {multi-agent-system, DALI, logic programming, PSP-Net, symbolic sub-symbolic integration},
  	month = nov,
  	pages = {30--47},
  	publisher = {Sun SITE Central Europe, RWTH Aachen University},
  	series = {CEUR Workshop Proceedings},
  	subseries = {AIxIA Series},
  	title = {A Multi-Agent-System framework for flooding events},
  	url = {http://ceur-ws.org/Vol-3261/paper11.pdf},
  	url-pdf = {http://ceur-ws.org/Vol-3261/paper11.pdf},
  	volume = 3261,
  	year = 2022}