Unity 机器学习代理工具包 (ML-Agents) 是一个开源项目,它使游戏和模拟能够作为训练智能代理的环境。
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FROM nvidia/cuda:10.0-cudnn7-devel-ubuntu18.04
RUN yes | unminimize
RUN echo "deb http://packages.cloud.google.com/apt cloud-sdk-xenial main" | tee -a /etc/apt/sources.list.d/google-cloud-sdk.list
RUN wget https://packages.cloud.google.com/apt/doc/apt-key.gpg && apt-key add apt-key.gpg
RUN apt-get update && \
apt-get install -y --no-install-recommends wget curl tmux vim git gdebi-core \
build-essential python3-pip unzip google-cloud-sdk htop mesa-utils xorg-dev xorg \
libglvnd-dev libgl1-mesa-dev libegl1-mesa-dev libgles2-mesa-dev && \
wget http://security.ubuntu.com/ubuntu/pool/main/libx/libxfont/libxfont1_1.5.1-1ubuntu0.16.04.4_amd64.deb && \
wget http://security.ubuntu.com/ubuntu/pool/universe/x/xorg-server/xvfb_1.18.4-0ubuntu0.10_amd64.deb && \
yes | gdebi libxfont1_1.5.1-1ubuntu0.16.04.4_amd64.deb && \
yes | gdebi xvfb_1.18.4-0ubuntu0.10_amd64.deb
RUN python3 -m pip install --upgrade pip
RUN pip install setuptools==41.0.0
ENV LD_LIBRARY_PATH=/usr/lib/x86_64-linux-gnu:$LD_LIBRARY_PATH
#checkout ml-agents for SHA
RUN mkdir /ml-agents
WORKDIR /ml-agents
ARG SHA
RUN git init
RUN git remote add origin https://github.com/Unity-Technologies/ml-agents.git
RUN git fetch --depth 1 origin $SHA
RUN git checkout FETCH_HEAD
RUN pip install -e /ml-agents/ml-agents-envs
RUN pip install -e /ml-agents/ml-agents