Unbiased Deep Learning based Solvers for parametric PDEs
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Oct 11, 2021 - Python
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control-variates
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Learning in Noisy MDP (which is governed by stochastic, exogenous input processes) with input-dependent baseline
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Aug 7, 2020 - Python
Robust SDE-Based Variational Formulations for Solving Linear PDEs via Deep Learning (ICML 2022)
machine-learning deep-learning neural-network pytorch partial-differential-equations numerical-methods stochastic-differential-equations robustness control-variates weights-and-biases
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Aug 10, 2022 - Python
A pytorch-version implementation of RL algorithms. Now it collects TRPO, ClipPPO, A2C, GAIL and ADCV.
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Oct 27, 2019 - Python
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