Roberto Capobianco
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
19
Venues
13
Active years
2014–2026
Best venue rank
A*
Where they publish
Papers
19 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | CIP-Net: Continual Interpretable Prototype-based Network. | Federico Di Valerio, Michela Proietti, Alessio Ragno, Roberto Capobianco |
| 2026 | EDBT | LogiX-Me: Logic-based Self-Explainable Message Passing GNN. | Simone Palumbo, Alessio Ragno, Roberto Capobianco, Marc Plantevit, Cline Robardet |
| 2025 | WSDM | IMPO: Interpretable Memory-based Prototypical Pooling. | Alessio Ragno, Roberto Capobianco |
| 2024 | ECAI | Transparent Explainable Logic Layers. | Alessio Ragno, Marc Plantevit, Cline Robardet, Roberto Capobianco |
| 2024 | ECAI | Neural Reward Machines. | Elena Umili, Francesco Argenziano, Roberto Capobianco |
| 2024 | ECAI | DeepDFA: Automata Learning through Neural Probabilistic Relaxations. | Elena Umili, Roberto Capobianco |
| 2023 | KR | Grounding LTLf Specifications in Image Sequences. | Elena Umili, Roberto Capobianco, Giuseppe De Giacomo |
| 2023 | NeSy | Visual Reward Machines. | Elena Umili, Francesco Argenziano, Aymeric Barbin, Roberto Capobianco |
| 2022 | NeSy | Grounding LTLf Specifications in Images. | Elena Umili, Roberto Capobianco, Giuseppe De Giacomo |
| 2021 | CVPR | Autonomous Planetary Landing via Deep Reinforcement Learning and Transfer Learning. | Giulia Ciabatti, Shreyansh Daftry, Roberto Capobianco |
| 2020 | IJCAI | Explainable Inference on Sequential Data via Memory-Tracking. | Biagio La Rosa, Roberto Capobianco, Daniele Nardi |
| 2019 | RoboCup | Cooperative Multi-agent Deep Reinforcement Learning in a 2 Versus 2 Free-Kick Task. | Jim Martin Catacora Ocana, Francesco Riccio, Roberto Capobianco, Daniele Nardi |
| 2018 | IAS | HI-VAL: Iterative Learning of Hierarchical Value Functions for Policy Generation. | Roberto Capobianco, Francesco Riccio, Daniele Nardi |
| 2018 | ICRA | Q-CP: Learning Action Values for Cooperative Planning. | Francesco Riccio, Roberto Capobianco, Daniele Nardi |
| 2018 | IROS | Efficient Long-term Mapping in Dynamic Environments. | Maria Teresa Lazaro, Roberto Capobianco, Giorgio Grisetti |
| 2016 | AAAI | Contexts for Symbiotic Autonomy: Semantic Mapping, Task Teaching and Social Robotics. | Roberto Capobianco, Guglielmo Gemignani, Luca Iocchi, Daniele Nardi, Francesco Riccio, Andrea Vanzo |
| 2016 | UAI | Learning to Smooth with Bidirectional Predictive State Inference Machines. | Wen Sun, Roberto Capobianco, Geoffrey J. Gordon, J. Andrew Bagnell, Byron Boots |
| 2016 | RoboCup | Using Monte Carlo Search with Data Aggregation to Improve Robot Soccer Policies. | Francesco Riccio, Roberto Capobianco, Daniele Nardi |
| 2014 | IAS | Automatic Extraction of Structural Representations of Environments. | Roberto Capobianco, Guglielmo Gemignani, Domenico Daniele Bloisi, Daniele Nardi, Luca Iocchi |