5 citations · 8 across the 8 of their papers we have counts for
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cs.LG2023
Last Switch Dependent Bandits with Monotone Payoff Functions
Ayoub Foussoul, Vineet Goyal, Orestis Papadigenopoulos +1
In a recent work, Laforgue et al. introduce the model of last switch dependent (LSD) bandits, in an attempt to capture nonstationary phenomena induced by the interaction between th…
cs.LG2023★ 2 cited
MNL-Bandit in non-stationary environments
Ayoub Foussoul, Vineet Goyal, Varun Gupta
In this paper, we study the MNL-Bandit problem in a non-stationary environment and present an algorithm with a worst-case expected regret of $\tilde{O}\left( \min \left\{ \sqrt{NTL…