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  • 迁移学习简明手册

    最新的迁移学习简明手册的pdf版本,不用再用latax编译

    2018-09-08
    16
  • DEEP REINFORCEMENT LEARNING

    We give an overview of recent exciting achievements of deep reinforcement learning (RL). We discuss six core elements, six important mechanisms, and twelve applications. We start with background of machine learning, deep learning and reinforcement learning. Next we discuss core RL elements, including value function, in particular, Deep Q-Network (DQN), policy, reward, model, planning, and exploration. After that, we discuss important mechanisms for RL, including attention and memory, unsupervised learning, transfer learning, multi-agent RL, hierarchical RL, and learning to learn.

    2018-09-08
    16
  • 算法导论英文版第二版

    算法导论英文版, 在有关算法的书中,有一些叙述非常严谨,但不够全面,另一些涉及了大量的题材,但又缺乏严谨性。《算法导论》将严谨性和全面性融为一体。   本书深入讨论各类算法,并着力使这些算法的设计和分析能为各个层次的读者接受。各章自成体系,可以作为独立的学习单元。算法以英语和伪代码的形式描述,具备初步程序设计经验的人就能看懂。说明和解释力求浅显易懂,不失深度和数学严谨性。

    2010-01-14
    3
  • Visualizing Data

    O'Reilly Media出版的可视化计算,英文版

    2010-01-13
    16
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