fanchunpeng/dqn_zoo

The implement of all kinds of dqn reinforcement learning with Pytorch

Related Papers

• DQN

  Playing Atari with Deep Reinforcement Learning

• DDQN

  Deep Reinforcement Learning with Double Q-learning

• Dueling DQN

  Dueling Network Architectures for Deep Reinforcement Learning

• PER

  Prioritized Experience Replay

• Noisy DQN

  Noisy Networks for Exploration

• C51

  A Distributional Perspective on Reinforcement Learning

• QR DQN

  Distributional Reinforcement Learning with Quantile Regression

• IQN

  Implicit Quantile Networks for Distributional Reinforcement Learning

• FQF

  Fully Parameterized Quantile Function for Distributional Reinforcement Learning

• H-DQN

  Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation

• Rainbow

  Rainbow: Combining Improvements in Deep Reinforcement Learning

• MoG DQN

  Distributional Deep Reinforcement Learning with a Mixture of Gaussians

• NDQFN

  Non-decreasing Quantile Function Network with Efficient Exploration for Distributional Reinforcement Learning

• Averaged DQN

  Averaged-DQN: Variance Reduction and Stabilization for Deep Reinforcement Learning

• MMD DQN

  MMD DQN: Distributional Reinforcement Learning with Maximum Mean Discrepancy

• Soft Q-Learning

  Soft Q-Learning: Reinforcement Learning with Deep Energy-Based Policies