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  1. DQN-Navigation DQN-Navigation Public

    A typical Deep Reinforcement Learning problem (about navigation) solved by a deep neural network via Pytorch. See details in the report file that introduces algorithms and model architectures applied.

    Jupyter Notebook 2

  2. DDPG-Instantiation DDPG-Instantiation Public

    A showcase on applying DDPG to solve a continuous-action problem by combining DQN and DPG algorithm with respect to deep reinforcement learning.

    Jupyter Notebook

  3. pandas-dev/pandas pandas-dev/pandas Public

    Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

    Python 44.1k 18.1k

  4. MADDPG MADDPG Public

    Multi-Agent Deep Reinforcement Learning

    Jupyter Notebook