Capobianco, Roberto

7 publications

MLJ 2024 Explainable AI in Drug Discovery: Self-Interpretable Graph Neural Network for Molecular Property Prediction Using Concept Whitening Michela Proietti, Alessio Ragno, Biagio La Rosa, Rino Ragno, Roberto Capobianco

JAIR 2023 An Overview of Environmental Features That Impact Deep Reinforcement Learning in Sparse-Reward Domains Jim Martin Catacora Ocana, Roberto Capobianco, Daniele Nardi

NeurIPS 2023 Towards a Fuller Understanding of Neurons with Clustered Compositional Explanations Biagio La Rosa, Leilani Gilpin, Roberto Capobianco

JAIR 2021 Agent-Based Markov Modeling for Improved COVID-19 Mitigation Policies Roberto Capobianco, Varun Raj Kompella, James Ault, Guni Sharon, Stacy Jong, Spencer J. Fox, Lauren Ancel Meyers, Peter R. Wurman, Peter Stone

CVPRW 2021 Autonomous Planetary Landing via Deep Reinforcement Learning and Transfer Learning Giulia Ciabatti, Shreyansh Daftry, Roberto Capobianco

IJCAI 2020 Explainable Inference on Sequential Data via Memory-Tracking Biagio La Rosa, Roberto Capobianco, Daniele Nardi

UAI 2016 Learning to Smooth with Bidirectional Predictive State Inference Machines Wen Sun, Roberto Capobianco, Geoffrey J. Gordon, J. Andrew Bagnell, Byron Boots