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DQN
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DDQN
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Dueling DQN
Dueling Network Architectures for Deep Reinforcement Learning
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PER
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Noisy DQN
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C51
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QR DQN
Distributional Reinforcement Learning with Quantile Regression
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IQN
Implicit Quantile Networks for Distributional Reinforcement Learning
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FQF
Fully Parameterized Quantile Function for Distributional Reinforcement Learning
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H-DQN
Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation
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Rainbow
Rainbow: Combining Improvements in Deep Reinforcement Learning
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MoG DQN
Distributional Deep Reinforcement Learning with a Mixture of Gaussians
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NDQFN
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Averaged DQN
Averaged-DQN: Variance Reduction and Stabilization for Deep Reinforcement Learning
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MMD DQN
MMD DQN: Distributional Reinforcement Learning with Maximum Mean Discrepancy
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Soft Q-Learning
Soft Q-Learning: Reinforcement Learning with Deep Energy-Based Policies
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The implement of all kinds of dqn reinforcement learning with Pytorch