baselines算法库的安装——Ubuntu20.04系统使用anaconda环境配置
baselines算法库不做过多介绍,个人认为这是公开是所有reinforcement learning算法库中最权威的,虽然没有后期更新,也就是没有了学术界的state of the art , 但还是十分的经典。
算法库地址:
https://github.com/openai/baselines
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具体安装过程:
sudo apt-get update && sudo apt-get install libopenmpi-dev zlib1g-dev
sudo snap install cmake --classic
git clone https://github.com/openai/baselines
cd baselines
conda create -n test python=3.7
conda activate test
conda install tensorflow-gpu==1.14
pip install -e .
pip install filelock pip install matplotlib pip install pandas pip install gym[atari] conda install -c conda-forge ffmpeg==4.2.2
假设anaconda安装位置为~/anaconda3,那么执行下面操作:
ln -s ~/anaconda3/envs/test/lib/libopenh264.so ~/anaconda3/envs/test/lib/libopenh264.so.5
cd ~/anaconda3/envs/test/lib/python3.7/site-packages/atari_py/ rm atari_roms -rf git clone https://gitee.com/devilmaycry812839668/atari_roms rm atari_roms/README.md cd -
检测下是否安装成功:
pip install pytest
pytest
顺利通过测试,成功安装baselines算法库。
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