4 citations · 7 across the 4 of their papers we have counts for
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cs.LG2023★ 2 cited
Online Nonstochastic Model-Free Reinforcement Learning
Udaya Ghai, Arushi Gupta, Wenhan Xia +2
We investigate robust model-free reinforcement learning algorithms designed for environments that may be dynamic or even adversarial. Traditional state-based policies often struggl…
cs.LG2020★ 4 cited
Efficient Synthesis of Compact Deep Neural Networks
Wenhan Xia, Hongxu Yin, Niraj K. Jha
Deep neural networks (DNNs) have been deployed in myriad machine learning applications. However, advances in their accuracy are often achieved with increasingly complex and deep ne…