2 papers
cs.LG2023
The Sliding Regret in Stochastic Bandits: Discriminating Index and Randomized Policies
Victor Boone
This paper studies the one-shot behavior of no-regret algorithms for stochastic bandits. Although many algorithms are known to be asymptotically optimal with respect to the expecte…
cs.GT2023
The equivalence of dynamic and strategic stability under regularized learning in games
Victor Boone, Panayotis Mertikopoulos
In this paper, we examine the long-run behavior of regularized, no-regret learning in finite games. A well-known result in the field states that the empirical frequencies of no-reg…