8 citations · 22 across the 23 of their papers we have counts for
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cs.LG2019
Gradient-Aware Model-based Policy Search
Pierluca D'Oro, Alberto Maria Metelli, Andrea Tirinzoni +2
Traditional model-based reinforcement learning approaches learn a model of the environment dynamics without explicitly considering how it will be used by the agent. In the presence…
cs.LG2019
Feature Selection via Mutual Information: New Theoretical Insights
Mario Beraha, Alberto Maria Metelli, Matteo Papini +2
Mutual information has been successfully adopted in filter feature-selection methods to assess both the relevancy of a subset of features in predicting the target variable and the…