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Deep Reinforcement Learning Papers_deep reinforcement learningpaper

deep reinforcement learningpaper

1.DQN

  • Playing Atari with Deep Reinforcement Learning,V. Mnih et al., NIPS Workshop, 2013. https://www.cs.toronto.edu/~vmnih/docs/dqn.pdf

  • Human-level control through deep reinforcement learning, V. Mnih et al., Nature, 2015. https://www.nature.com/articles/nature14236

2.DQN的各种改进版本(侧重于算法上的改进)

  • Dueling Network Architectures for Deep Reinforcement Learning. Z. Wang et al., arXiv, 2015. https://arxiv.org/pdf/1511.06581.pdf

  • Prioritized Experience Replay, T. Schaul et al., ICLR, 2016.

  • Deep Reinforcement Learning with Double Q-learning, H. van Hasselt et al., arXiv, 2015.

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