research
∙
06/01/2023
Differentially Private Episodic Reinforcement Learning with Heavy-tailed Rewards
In this paper, we study the problem of (finite horizon tabular) Markov d...
share
research
∙
02/16/2023
Quantum Computing Provides Exponential Regret Improvement in Episodic Reinforcement Learning
In this paper, we investigate the problem of episodic reinforcement lear...
research
∙
02/06/2023
On Private and Robust Bandits
We study private and robust multi-armed bandits (MABs), where the agent ...
research
∙
01/23/2023
Quantum Heavy-tailed Bandits
In this paper, we study multi-armed bandits (MAB) and stochastic linear ...
research
∙
06/04/2021
