47 citations · 59 across the 4 of their papers we have counts for
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cs.LG2018
Depth and nonlinearity induce implicit exploration for RL
Justas Dauparas, Ryota Tomioka, Katja Hofmann
The question of how to explore, i.e., take actions with uncertain outcomes to learn about possible future rewards, is a key question in reinforcement learning (RL). Here, we show a…
physics.flu-dyn2018
Leading-order Stokes flows near a corner
Justas Dauparas, Eric Lauga
Singular solutions of the Stokes equations play important roles in a variety of fluid dynamics problems. They allow the calculation of exact flows, are the basis of the boundary in…
physics.bio-ph2018★ 12 cited
Helical micropumps near surfaces
Justas Dauparas, Debasish Das, Eric Lauga
Recent experiments proposed to use confined bacteria in order to generate flows near surfaces. We develop a mathematical and a computational model of this fluid transport using a l…