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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 43.8k 18k

4. MADDPG MADDPG Public

   Multi-Agent Deep Reinforcement Learning

   Jupyter Notebook