277 citations · 1.6k across the 89 of their papers we have counts for
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math.OC2019★ 3 cited
Control-Tutored Reinforcement Learning
Francesco De Lellis, Fabrizia Auletta, Giovanni Russo +2
We introduce a control-tutored reinforcement learning (CTRL) algorithm. The idea is to enhance tabular learning algorithms so as to improve the exploration of the state-space, and…
math.OC2019★ 1 cited
Sensitivity and safety of fully probabilistic control
Bernat Guillen Pegueroles, Giovanni Russo
In this paper we present a sensitivity analysis for the so-called fully probabilistic control scheme. This scheme attempts to control a system modeled via a probability density fun…