diff --git a/Dockerfile b/Dockerfile
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+++ b/Dockerfile
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+FROM docker.io/library/ubuntu:22.04
+
+ENV DEBIAN_FRONTEND noninteractive
+
+RUN apt-get update \
+	    && apt-get install -y --no-install-recommends apt-utils build-essential g++ curl cmake zlib1g-dev libjpeg-dev xvfb xorg-dev libboost-all-dev libsdl2-dev swig python3 python3-dev python3-future python3-pip python3-setuptools python3-wheel python3-tk libatlas-base-dev cython3 \
+	&& apt-get clean \
+	&& rm -rf /var/lib/apt/lists/*
+
+RUN python3 -m pip install --upgrade pip \
+	&& python3 -m pip install jupyterlab keras==3.3.3 matplotlib==3.9.0 numpy==1.26.4 tensorflow==2.16.1 scikit-image==0.22.0 \
+	&& python3 -m pip install "gymnasium[box2d]==0.29.1" "stable-baselines3[extra]==2.3.2"
+
+RUN apt-get update && apt-get install -y wget
+
+WORKDIR /work
+COPY . /work
+RUN /work/download-data.sh \
+	&& rm /work/*_solutions.ipynb
+
+ENV DEBIAN_FRONTEND teletype
+
+CMD xvfb-run -s "-screen 0 1400x900x24" \
+	/usr/local/bin/jupyter lab --port 8888 --ip=0.0.0.0 --allow-root