Leo Benac

According to our database, Leo Benac authored at least 5 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2025

Decision-Point Guided Safe Policy Improvement.

Abhishek Sharma, Leo Benac, Sonali Parbhoo, Finale Doshi-Velez

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Pruning the Path to Optimal Care: Identifying Systematically Suboptimal Medical Decision-Making with Inverse Reinforcement Learning.

Inko Bovenzi, Adi Carmel, Michael Hu, Rebecca M. Hurwitz, Fiona McBride, Leo Benac, José Roberto Tello-Ayala, Finale Doshi-Velez

CoRR, 2024

Inverse Transition Learning: Learning Dynamics from Demonstrations.

Leo Benac, Abhishek Sharma, Sonali Parbhoo, Finale Doshi-Velez

CoRR, 2024

2023

Bayesian Inverse Transition Learning for Offline Settings.

Leo Benac, Sonali Parbhoo, Finale Doshi-Velez

CoRR, 2023

2021

Risk averse non-stationary multi-armed bandits.

Leo Benac, Frédéric Godin

CoRR, 2021