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control-variates

Here are 4 public repositories matching this topic...

lx10077 / rlpy

A pytorch-version implementation of RL algorithms. Now it collects TRPO, ClipPPO, A2C, GAIL and ADCV.

reinforcement-learning pytorch trpo ppo a2c control-variates mujoco-environments

Updated Oct 27, 2019
Python

lehduong / Job-Scheduling-with-Reinforcement-Learning

Learning in Noisy MDP (which is governed by stochastic, exogenous input processes) with input-dependent baseline

reinforcement-learning pytorch policy-gradient load-balance control-variates job-scheduling

Updated Aug 7, 2020
Python

msabvid / Deep-PDE-Solvers

Unbiased Deep Learning based Solvers for parametric PDEs

pytorch option-pricing pde-solver control-variates

Updated Oct 11, 2021
Python

juliusberner / robust_kolmogorov

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

Updated Aug 10, 2022
Python

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