Pubblicazioni

A New Algorithm for the LQR Problem with Partially Unknown Dynamics

2022 - Large-Scale Scientific Computing
Pacifico, Agnese; Pesare, Andrea; Falcone, Maurizio

Dynamic Treatment Regimes for Optimizing Healthcare

2022 - The Elements of Joint Learning and Optimization in Operations Management
Deliu, Nina; Chakraborty, Bibhas

Explain the Explainer: Interpreting Model-Agnostic Counterfactual Explanations of a Deep Reinforcement Learning Agent

2022 - IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE
Chen, Z.; Silvestri, F.; Tolomei, G.; Wang, J.; Zhu, H.; Ahn, H.

Intelligent Decision Making Based on the Combination of Deep Reinforcement Learning and an Influence Map

2022 - APPLIED SCIENCES
Lu, X.; Xue, A.; Lio, P.; Hui, P.

Continuous Neural Algorithmic Planners

2022 - Proceedings of Machine Learning Research
He, Y.; Velickovic, P.; Lio, P.; Deac, A.

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