hanzy1110 / MPC_ddpg

Implementation of MP Control + DDPG to manage a continous action space

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MPC_ddpg

Implementation of MP Control + DDPG to manage a continous action space

installation

Within a python enviroment run: pip install .

  • Check notes/notes.pdf for project details

Instructions to run:

  • Open main.py in VSCode
  • create a log directory in the same directory as main.py
  • Check for the #%% comment at the top of the screen.
  • The jupyter extension should be available and a run below button should be available
  • Press said button and a window will open with running code
  • Log of the process is stored in log/events.log
  • a plot of different losses and rewards will be output to misc/train_plot.jpg

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Implementation of MP Control + DDPG to manage a continous action space


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