20 citations · 31 across the 15 of their papers we have counts for
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cs.LG2021
Curious Explorer: a provable exploration strategy in Policy Learning
Marco Miani, Maurizio Parton, Marco Romito
Having access to an exploring restart distribution (the so-called wide coverage assumption) is critical with policy gradient methods. This is due to the fact that, while the object…
math.PR2021
The Gaussian Structure of the Singular Stochastic Burgers Equation
Jonathan C. Mattingly, Marco Romito, Langxuan Su
We consider the stochastically forced Burgers equation with an emphasis on spatially rough driving noise. We show that the law of the process at a fixed time , conditioned on no…