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SoftKick

Requirements and installation

Due to specific requirements in the RLGym library, it is necessary to manually install particular versions of the required libraries.

Here's the steps:

  1. Install Python version 3.9.x
  2. Install Visual C++ 14.0 or greater from https://visualstudio.microsoft.com/visual-cpp-build-tools/
  3. Run pip install setuptools==65.5.0 pip==21 as gym 0.21 installation is broken with more recent versions.
  4. Run pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118
  5. Run pip install wheel==0.38.4
  6. Run pip install swig
  7. Run pip install gym[box2d]
  8. Run pip install rlgym rlgym-tools
  9. Run pip install rocketsim git+https://github.com/AechPro/rocket-league-gym-sim@main git+https://github.com/AechPro/rlgym-ppo

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Proximal Policy Optimization (PPO) algorithm from Reinforcement Learning literature in the Psyonix game 'Rocket League' for an efficient kick-off strategy.

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