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We briefly review the RL basics and the major algorithms, especially those used in the works reviewed or described in this survey. For a complete reference, see, e.g., Sutton and Barto (2018).

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Reinforcement Learning Primers

  • 章节

  • 发表日期：

    2025年

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  • Zhiwei (Tony) Qin,
  • Xiaocheng Tang,
  • Qingyang Li,
  • Hongtu Zhu,
  • Jieping Ye

摘要

We briefly review the RL basics and the major algorithms, especially those used in the works reviewed or described in this survey. For a complete reference, see, e.g., Sutton and Barto (2018).