Monte Carlo Gradient Estimation in Machine Learning

We will generally seek to rewrite such gradients in a form that allows for Monte Carlo estimation, allowing them to be easily and efficiently used and analysed.







Grid computing for Monte Carlo based intensive calculations in ...
So, a Master/Worker based framework dedicated to Monte Carlo based mathematical finance should constitute a useful tool for end-users. Such a framework.
Tabular Model Learning in Monte Carlo Tree Search - CEUR-WS.org
Abstract. We present Monte Carlo Tree Search with Tabular Model Learning (MCTS-TML), an extension of MCTS that does not require to know the ...
Batch Monte Carlo Tree Search - Lamsade
Abstract. Making inferences with a deep neural network on a batch of states is much faster with a GPU than making inferences on one state after another.
TD learning in Monte Carlo Tree Search - CORE
The results of this Masters Thesis are the intellectual property of the author and the Faculty of Computer and Information Science, University ...
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