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Marginal Policy Gradients

Authors: Carson Eisenach, Haichuan Yang

Please send all correspondence to eisenach [AT] princeton.edu.

Summary

This repository contains

  • A PyTorch implementations of a Directional Policy Gradient algorithm and a baseline policy gradient algorithm,
  • The Platform2D-v1 gym environment.

References

[1] Carson Eisenach, Haichuan Yang, Ji Liu, and Han Liu. "Marginal Policy Gradients: A Unified Family of Estimators for Bounded Action Spaces with Applications". International Conference on Learning Representations (ICLR'19), New Orleans, USA, 2019.

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