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Accompanying code for Value-driven Hindsight Modelling

himo_example.ipynb contains code for the illustrative task of Section 3.2 in the paper.

Requirements and Installation

This is a Colaboratory notebook: Open In Colab

If your runtime doesn't include Haiku and Tree please run the cell labeled "Install extra dependencies" which contains the following pip installation commands:

!pip install dm-haiku

!pip install dm-tree

Reference

Value-driven Hindsight Modelling Arthur Guez, Fabio Viola, Théophane Weber, Lars Buesing, Steven Kapturowski, Doina Precup, David Silver, and Nicolas Heess Neural Information Processing Systems 2020, URL: https://arxiv.org/abs/2002.08329