| 1 | -- | 0 | . Special issue: Selected papers from the 22nd Workshop "From Objects to Agents" (WOA 2021), Guest editors: Roberta Calegari, Giovanni Ciatto, Andrea Omicini and Giuseppe Vizzari |
| 3 | -- | 5 | Roberta Calegari, Giovanni Ciatto, Andrea Omicini, Giuseppe Vizzari. Special Issue for the 22nd Workshop "From Objects to Agents" (WOA 2021) |
| 7 | -- | 25 | Massimo Cossentino, Davide Guastella, Salvatore Lopes, Luca Sabatucci, Mario Tripiciano. Linguistic and semantic layers for emergency plans |
| 27 | -- | 48 | Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini. Symbolic knowledge extraction from opaque ML predictors in PSyKE: Platform design & experiments |
| 49 | -- | 67 | Gianvito Losapio, Federico Minutoli, Viviana Mascardi, Angelo Ferrando 0001. Smart balancing of E-scooter sharing systems via deep reinforcement learning: a preliminary study |
| 69 | -- | 79 | Filippo Cantucci, Rino Falcone, Cristiano Castelfranchi. Human-robot interaction through adjustable social autonomy |
| 81 | -- | 92 | Francesco Bertolotti, Sabin Roman. Risk sensitive scheduling strategies of production studios on the US movie market: An agent-based simulation |
| 93 | -- | 112 | Carmelo Fabio Longo, Corrado Santoro, Marianna Nicolosi Asmundo, Domenico Cantone, Daniele Francesco Santamaria. Towards ontological interoperability of cognitive IoT agents based on natural language processing |
| 113 | -- | 0 | . Regular Papers |
| 115 | -- | 129 | Riccardo Guidotti. Exploiting auto-encoders for explaining black-box classifiers |
| 131 | -- | 150 | Giuseppe Cicala, Stefano Demarchi, Marco Menapace, Leopoldo Annunziata, Armando Tacchella. A comparison of declarative AI techniques for computer automated design of elevator systems |