Reinforcement Learning
ml-agents
TensorBoard
ONNX
Pyramids
deep-reinforcement-learning
ML-Agents-Pyramids
Instructions to use AnnaMats/ppo-Pyramids-Training with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- ml-agents
How to use AnnaMats/ppo-Pyramids-Training with ml-agents:
mlagents-load-from-hf --repo-id="AnnaMats/ppo-Pyramids-Training" --local-dir="./download: string[]s"
- Notebooks
- Google Colab
- Kaggle
| # From https://gitlab.com/nvidia/container-images/cuda/blob/master/doc/supported-tags.md | |
| FROM nvidia/cuda:10.2-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 xvfb && \ | |
| wget http://security.ubuntu.com/ubuntu/pool/main/libx/libxfont/libxfont1_1.5.1-1ubuntu0.16.04.4_amd64.deb && \ | |
| yes | gdebi libxfont1_1.5.1-1ubuntu0.16.04.4_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 | |