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20182024
most citedFully Automatic Myocardial Segmentation of Contrast Echocardiography Sequence Using Random Forests Guided by Shape Model

50 citations · 79 across the 7 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

cs.LG2022★ 2 cited

Policy Gradient in Robust MDPs with Global Convergence Guarantee

Qiuhao Wang, Chin Pang Ho, Marek Petrik

Robust Markov decision processes (RMDPs) provide a promising framework for computing reliable policies in the face of model errors. Many successful reinforcement learning algorithm…

math.OC2022

Robust Phi-Divergence MDPs

Chin Pang Ho, Marek Petrik, Wolfram Wiesemann

In recent years, robust Markov decision processes (MDPs) have emerged as a prominent modeling framework for dynamic decision problems affected by uncertainty. In contrast to classi…