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Deep Reinforcement Learning

Dependencies

To set up your python environment to run the code in this repository, follow the instructions below.

  1. Create (and activate) a new environment with Python 3.6.

    • Linux or Mac:
    conda create --name drlnd python=3.6
    source activate drlnd
    • Windows:
    conda create --name drlnd python=3.6 
    activate drlnd
  2. Follow the instructions in this repository or see below to perform a minimal install of OpenAI gym.

git clone https://github.com/openai/gym.git
cd gym
pip install -e .
  1. Clone the repository (if you haven't already!), and navigate to the python/ folder. Then, install several dependencies.
git clone https://github.com/rmoin/DeepReinforcementLearning.git
cd DeepReinforcementLearning/python
pip install .
  1. Create an IPython kernel for the drlnd environment.
python -m ipykernel install --user --name drlnd --display-name "drlnd"
  1. Before running code in a notebook, change the kernel to match the drlnd environment by using the drop-down Kernel menu.

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Implementation of popular Deep RL Algorithms in PyTorch

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