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A reinforcement learning algorithm library

Project description

vortex

A reinforcement learning algorithm framework

1. quick start

2. run tests

Run the following commands under project root directory (rlvortex/)

  • test gym environments with target environment and render option.
    $ make -f runs/run_tests.mk [target_environment(-render)]
    
    • target_envrionment in [carpole, mountaincarc]
    • -render can not optional; if render is enabled, the test will run with GUI.
    • example (cartpole):
      • run cartpole headless test
        make -f runs/run_tests.mk cartpole
        
      • run cartpole with GUI test
        make -f runs/run_tests.mk cartpole-render
        
  • test all gym environments headlessly
    make -f runs/run_tests.mk all-headless
    
  • test all gym environments with GUI
    make -f runs/run_tests.mk all-render
    

3. benchmark

Run the following commands under project root directory (rlvortex/)

''' $ make -f run_trainers.mk [target_environment(-render)]

''' ''' $ make -f runs/run_trainers.mk [cartpole-vpg] '''

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