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本课程主要介绍强化学习的基础知识,其目标是帮助同学们快速、顺利地进入强化学习及其应用领域的研究工作。课程主要内容包含有限马尔可夫决策过程,动态规划,无模型预测与控制(SASA,Q-Learning),价值函数逼近(DQN),策略梯度方法(REINFORCE),执行者/评论者方法(AC,TRPO,PPO),连续动作空间的确定性策略(DDPG)。

cv-xueba.github.io icon cv-xueba.github.io

这里是鲁鹏老师团队的官方小站 (CV学吧)的根据地,欢迎!This is the official station of CV-xueba. Welcome ! ^_^

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Intro to Reinforcement Learning (强化学习纲要)

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