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Reinforcement Learning State of the Art state of the art 关于强化学习的学习与进阶,推荐一本近期Springer出版的神作《Reinforcement Learning for Sequential Decision and Optimal Control》。中文名字是:面向工业控制的强化学习理论与方法。 这本书是从最优控制的观点对强化学习的基本原理和算法设计进行了重塑,体系完整,逻辑清晰,见解新颖。尤其你是名新手,对 ...

Reinforcement Algorithm In Machine LearningFeb 10, 2024  · 纯强化学习 会议 顶会:ICML, NeurIPS, ICLR。上面发了大量经典的RL论文。早期论文很有质量保证,最近质量有所下降,但仍然为第一梯队。 偶尔有好文的会:AAAI,UAI,AISTATS。double DQN和部分distributional RL的文章发在了AAAI上。质量总体而言处于第二梯队。这些会接收的RL文章可能大部分达不到第一梯度的 ... Reinforcement Learning DeepMind AlphaGo Reinforcement Learning 2 488

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