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cs.LG2023
An improved regret analysis for UCB-N and TS-N
Nishant A. Mehta
In the setting of stochastic online learning with undirected feedback graphs, Lykouris et al. (2020) previously analyzed the pseudo-regret of the upper confidence bound-based algor…
cs.LG2023★ 1 cited
Adversarial Online Multi-Task Reinforcement Learning
Quan Nguyen, Nishant A. Mehta
We consider the adversarial online multi-task reinforcement learning setting, where in each of episodes the learner is given an unknown task taken from a finite set of unkn…