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Off Environment Evaluation using Convex Risk Minimization

Installation Instructions

Requirements

  • Python 3
  • Pytorch 1.5.1
  • gym
  • pybullet for the rest of the packages simply follow the commands below
git clone https://github.com/pulkitkatdare/offenveval.git
cd offenveval
pip install -r requirements.txt 

Training Instructions

We are releasing code for 5 different environments (beta, reacher, cartpole, gridworld, reacher) To run either of this code run the following

  • To run beta experiment
python -m experiments.train.beta
  • To run dartenv experiment
python -m experiments.train.dartenv
  • To run gridworld experiment
python -m experiments.train.gridworld
  • To run cartpole experiment
python -m experiments.train.cartpole
  • To run reacher experiment
python -m experiments.train.reacher

Configuration files for each of these experiments are in their respective folders. For example, for the gridworld they can be found in ./gridworld/config.py file To play around these parameters, feel free to change parameters in the config files and re-run the code again

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