Asynchronous Advantage Actor-Critic Algorithm (A3C)
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Still in progress.
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TODO: Support more network architecture
Install dependency
- pytorch 0.3.1
- openai-gym
First, type the following command
pip install -r requirements.txt
Second, install gym by typing:
pip install gym
Third, go to pytorch.org to install pytorch
execution
python main.py
NOTICE
- training speed issue, please add
os.environ['OMP_NUM_THREADS'] = '1'to your source code, if your platform is Linux. Without adding this code, it will take much time for training because of process blocking issue. You cau see related discussion here: ikostrikov/pytorch-a3c#33