filangelos / social_rl

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Social Reinforcement Learning

Installation

pip install -e .[dev]

Notes

This repository is under heavy refactoring, please do not raise issues unless you catch any breaking bugs. The list of changes that are under consideration are the following:

  • Remove any dm-reverb dependencies.
  • Host demonstrations on an Oxford server for guaranteeing reproducibility.
  • Un-.gitignore the experiments/run_psiphi.ipynb after testing sensitivity to the l1_loss_coef parameter.
  • Add stop_successor_features_gradients parameter to the ITDLoss.
  • Consider trading scalability with readability for the loss_outputs in the _loss_fns.
  • Remove any markov dependencies.

About

License:Apache License 2.0


Languages

Language:Jupyter Notebook 90.6%Language:Python 9.4%