124 citations · 129 across the 6 of their papers we have counts for
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math.OC2019
Analysis of the BFGS Method with Errors
Yuchen Xie, Richard Byrd, Jorge Nocedal
The classical convergence analysis of quasi-Newton methods assumes that the function and gradients employed at each iteration are exact. In this paper, we consider the case when th…
cs.LG2019★ 124 cited
A Theoretical Analysis of Deep Q-Learning
Jianqing Fan, Zhaoran Wang, Yuchen Xie +1
Despite the great empirical success of deep reinforcement learning, its theoretical foundation is less well understood. In this work, we make the first attempt to theoretically und…