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项目作者： cyoon1729

项目描述 ：
Implementations of algorithms from the Q-learning family. Implementations inlcude: DQN, DDQN, Dueling DQN, PER+DQN, Noisy DQN, C51
高级语言： Jupyter Notebook
项目地址: git://github.com/cyoon1729/deep-Q-networks.git
创建时间： 2019-06-23T23:44:00Z
项目社区：https://github.com/cyoon1729/deep-Q-networks
开源协议：
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deep-Q-networks

Implementation of algorithms from the Q-learning family

Check /ipynb for jupiter notebooks of implementations

Implemented:

  • Vanilla DQN
  • Double DQN
  • Dueling DQN
  • Prioritized experience replay + DDQN
  • Noisy DQN (in progress)
  • C51 Categorical DQN (in progress)
  • DRQN with Gated Recurrent Units (in progress)

Dependencies:

  • PyTorch = 0.4.1
  • Python = 3.6
  • Gym = 0.12.5

Associated Papers:

To be added