pymdp: A Python library for active inference in discrete state spaces

Python MATLAB Submitted 14 January 2022Published 04 May 2022
Review

Editor: @emdupre (all papers)
Reviewers: @seankmartin (all reviews), @patrickmineault (all reviews)

Authors

Conor Heins, Beren Millidge, Daphne Demekas, Brennan Klein (0000-0001-8326-5044), Karl Friston, Iain D. Couzin, Alexander Tschantz

Citation

Heins et al., (2022). pymdp: A Python library for active inference in discrete state spaces. Journal of Open Source Software, 7(73), 4098, https://doi.org/10.21105/joss.04098

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active inference Markov Decision Process POMDP MDP Reinforcement Learning Artificial Intelligence Bayesian inference free energy principle

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ISSN 2475-9066