Best Arm Identification for Bandits with Shifting Means

Lukas Zierahn, Wouter M Koolen, Shubhada Agrawal, Christina Katsimerou, Dirk van der Hoeven,

10:00 - 10:15

Inferring Transferable Rewards via Active Inverse Reinforcement Learning

Victor Villin, Till Freihaut, Andreas Schlaginhaufen, Maryam Kamgarpour, Christos Dimitrakakis, Giorgia Ramponi,

10:15 - 10:30

Generative Modeling by Value-Driven Transport

Pablo Moreno-Muñoz, Adrian Müller, Gergely Neu,

15:00 - 15:15

Global Optimality for Constrained Exploration via Penalty Regularization

Florian Wolf, Ilyas Fatkhullin, Niao He,

15:15 - 15:30