14 citations · 135 across the 33 of their papers we have counts for
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cs.AI2019★ 9 cited
From Reinforcement Learning to Optimal Control: A unified framework for sequential decisions
Warren B Powell
There are over 15 distinct communities that work in the general area of sequential decisions and information, often referred to as decisions under uncertainty or stochastic optimiz…
math.OC2019★ 2 cited
Zeroth-order Stochastic Compositional Algorithms for Risk-Aware Learning
Dionysios S. Kalogerias, Warren B. Powell
We present , the first zeroth-order algorithm for (weakly-)convex mean-semideviation-based risk-aware learning, which is also the first three-level zerot…