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Showing 2018 · cs.LGShow all
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cs.LG2018★ 4 cited
Temporal Difference Learning with Neural Networks - Study of the Leakage Propagation Problem
Hugo Penedones, Damien Vincent, Hartmut Maennel +3
Temporal-Difference learning (TD) [Sutton, 1988] with function approximation can converge to solutions that are worse than those obtained by Monte-Carlo regression, even in the sim…
cs.LG2018★ 3 cited
Exact Distributed Training: Random Forest with Billions of Examples
Mathieu Guillame-Bert, Olivier Teytaud
We introduce an exact distributed algorithm to train Random Forest models as well as other decision forest models without relying on approximating best split search. We explain the…