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Restraining-Bolts-for-Reinforcement-Learning

Installation

  1. Clone this repository
  2. Install dependencies
    pip3 install -r requirements.txt
  3. Run setup from the repository root directory
    python3 setup.py install

Training

$ python3 train.py
    --episodes 10000
    --env
    --algo dqn
    --gui False
    --model_name
    --rand_seed 42

Problems and solutions of training Deep Neural Network for RB:deep_learning.md.

Overleaf source code for the presentation: https://www.overleaf.com/read/prtnncqwtszz

Testing

$ python3 test.py
    --model_name
    --record True
    --gui True

If you want to record, please remember to install ffmpeg

On linux:

sudo apt-get install ffmpeg

On ubuntu:

brew install ffmpeg

On Windows: good luck

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