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Initial release of "Algorithms for Causal Reasoning in Probability Trees" (causal_reasoning).

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Miljan Martic
2020-10-26 10:27:36 +00:00
committed by Saran Tunyasuvunakool
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README.md
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## Projects
* [Algorithms for Causal Reasoning in Probability Trees](causal_reasoning)
* [Gated Linear Networks](gated_linear_networks), NeurIPS 2020
* [Value-driven Hindsight Modelling](himo), NeurIPS 2020
* [Targeted free energy estimation via learned mappings](learned_free_energy_estimation), Journal of Chemical Physics 2020
causal_reasoning/README.md
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For details, see our paper [Algorithms for Causal Reasoning in Probability Trees]().
To launch the accompanying notebook in Google colab, [click here](https://colab.research.google.com/github/deepmind/deepmind_research/blob/master/causal_reasoning/Causal_Reasoning_in_Probability_Trees.ipynb).
The accompanying colab is available here:
[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepmind/deepmind_research/blob/master/causal_reasoning/Causal_Reasoning_in_Probability_Trees.ipynb)
If you use the code here please cite this paper.
> Tim Genewein*, Tom McGrath*, Grégoire Delétang*, Vladimir Mikulik*, Miljan Martic, Shane Legg, Pedro A. Ortega. NeurIPS 2020. [\[arXiv\]]()
> Tim Genewein*, Tom McGrath*, Grégoire Delétang*, Vladimir Mikulik*, Miljan Martic, Shane Legg, Pedro A. Ortega. [\[arXiv\]](https://arxiv.org/abs/2010.12237)