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20172023
most citedCausal Discovery from Incomplete Data: A Deep Learning Approach

17 citations · 26 across the 9 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

math.OC2023

Episodic Bayesian Optimal Control with Unknown Randomness Distributions

Alexander Shapiro, Enlu Zhou, Yifan Lin +1

Stochastic optimal control with unknown randomness distributions has been studied for a long time, encompassing robust control, distributionally robust control, and adaptive contro…

cs.LG2023

Bayesian Risk-Averse Q-Learning with Streaming Observations

Yuhao Wang, Enlu Zhou

We consider a robust reinforcement learning problem, where a learning agent learns from a simulated training environment. To account for the model mis-specification between this tr…