Martin Biehl

Interpreting systems as solving POMDPs: a step towards a formal understanding of agency

Sep 04, 2022
Martin Biehl, Nathaniel Virgo

* 17 pages, no figures, to be presented at 3rd International Workshop on Active Inference 2022

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Interpreting Dynamical Systems as Bayesian Reasoners

Dec 27, 2021
Nathaniel Virgo, Martin Biehl, Simon McGregor

* 11 pages + 26 pages appendix, to be published in the proceedings of the 2nd International Workshop on Active Inference 2021

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Experimental Evidence that Empowerment May Drive Exploration in Sparse-Reward Environments

Jul 14, 2021
Francesco Massari, Martin Biehl, Lisa Meeden, Ryota Kanai

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* 6 pages, 3 figures, to be published in proceedings of the International Conference on Development and Learning 2021

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Non-trivial informational closure of a Bayesian hyperparameter

Oct 05, 2020
Martin Biehl, Ryota Kanai

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Causal blankets: Theory and algorithmic framework

Sep 29, 2020
Fernando E. Rosas, Pedro A. M. Mediano, Martin Biehl, Shamil Chandaria, Daniel Polani

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Geometry of Friston's active inference

Nov 20, 2018
Martin Biehl

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* 6 pages, 3 figures, Extended abstract accepted as a poster at AABI2018, 1st Symposium on Advances in Approximate Bayesian Inference, 2018

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