Reinforcement Learning:An Introduction.pdf

论文信任区域优化的重要参考之一，TRPO 原理的来源和基础

Reinforcement Learning-Theory and Algorithms_2020.pdf

非常好的一篇深度强化学习综述文章。

Distributional Reinforcement Learning with Quantile Regression

CanYouTrainaDogtoSit?Ifso,YouCanMasterReinforcementLearninginNotime!Welcometotheworldofreinforcedlea

AppliedReinforcementLearningwithPythonintroducesyoutothetheorybehindreinforcementlearning(RL)algorit

随着强化学习在机器人和游戏 AI 等领域的成功，该方法也引起了越来越多的关注。本期 PhD Talk，来自清华大学计算机系的博士生冯珺，为大家介绍了如何利用强化学习技术，更好地解决自然语言处理中的两个

Thispaperusedeepreinforcementlearningtocomplishplacementoptimization.Itisopportunityandchallengetoph

DeepReinforcementLearningforWirelessNetworks

Chertok Reinforcement Learning for Market-Making.pdf