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20162026
most citedKL-UCB-switch: optimal regret bounds for stochastic bandits from both a distribution-dependent and a distribution-free viewpoints

12 citations · 60 across the 20 of their papers we have counts for

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Showing 2021Show all

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stat.ML2021★ 10 cited

UCB Momentum Q-learning: Correcting the bias without forgetting

Pierre Menard, Omar Darwiche Domingues, Xuedong Shang +1

We propose UCBMQ, Upper Confidence Bound Momentum Q-learning, a new algorithm for reinforcement learning in tabular and possibly stage-dependent, episodic Markov decision process.…