tag:joss.theoj.org,2005:/papers/tagged/free%20energy%20principleJournal of Open Source Software2022-05-04T21:34:55ZJournal of Open Source Softwarehttps://joss.theoj.orgtag:joss.theoj.org,2005:Paper/32872022-05-04T21:34:55Z2022-05-05T00:00:49Zpymdp: A Python library for active inference in discrete state spacesacceptedv0.0.42022-01-14 18:37:52 UTC732022-05-04 21:34:55 UTC720224098ConorHeinsDepartment of Collective Behaviour, Max Planck Institute of Animal Behavior, 78457 Konstanz, Germany, Centre for the Advanced Study of Collective Behaviour, 78457 Konstanz, Germany, Department of Biology, University of Konstanz, 78457 Konstanz, Germany, VERSES Research Lab, Los Angeles, California, USABerenMillidgeVERSES Research Lab, Los Angeles, California, USA, MRC Brain Networks Dynamics Unit, University of Oxford, Oxford, UKDaphneDemekasDepartment of Computing, Imperial College London, London, UKBrennanKleinVERSES Research Lab, Los Angeles, California, USA, Network Science Institute, Northeastern University, Boston, MA, USA, Laboratory for the Modeling of Biological and Socio-Technical Systems, Northeastern University, Boston, USA0000-0001-8326-5044KarlFristonWellcome Centre for Human Neuroimaging, Queen Square Institute of Neurology, University College London, London WC1N 3AR, UKIainD.CouzinDepartment of Collective Behaviour, Max Planck Institute of Animal Behavior, 78457 Konstanz, Germany, Centre for the Advanced Study of Collective Behaviour, 78457 Konstanz, Germany, Department of Biology, University of Konstanz, 78457 Konstanz, GermanyAlexanderTschantzVERSES Research Lab, Los Angeles, California, USA, Sussex AI Group, Department of Informatics, University of Sussex, Brighton, UK, Sackler Centre for Consciousness Science, University of Sussex, Brighton, UK10.21105/joss.04098https://doi.org/10.5281/zenodo.6484849Python, MATLABhttps://joss.theoj.org/papers/10.21105/joss.04098.pdfactive inference, Markov Decision Process, POMDP, MDP, Reinforcement Learning, Artificial Intelligence, Bayesian inference, free energy principle