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Aug, 2019
深度强化学习中概率图模型和变分推断的教程与综述
Tutorial and Survey on Probabilistic Graphical Model and Variational Inference in Deep Reinforcement Learning
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Xudong Sun, Bernd Bischl
TL;DR
本文详细介绍了概率图模型和变分推断在强化学习中的应用；从各个方面对深度强化学习的最新进展进行了回顾和比较，并提供了关于概率图模型和变分推断方法的详细分类，为该领域的研究提供了有价值的补充材料。
Abstract
Probabilistic Graphical Modeling and
variational inference
play an important role in recent advances in Deep
reinforcement learning
. Aiming at a self-consistent tutorial survey, this article illustrates basic con
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