Learning action-oriented models through active inference
Tschantz, Alexander, Seth, Anil K, Buckley, Christopher L
Published in PLoS computational biology (23.04.2020)
Published in PLoS computational biology (23.04.2020)
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Journal Article
The Acquisition of Culturally Patterned Attention Styles Under Active Inference
Constant, Axel, Tschantz, Alexander Daniel Dunsmoir, Millidge, Beren, Criado-Boado, Felipe, Martinez, Luis M, Müeller, Johannes, Clark, Andy
Published in Frontiers in neurorobotics (05.10.2021)
Published in Frontiers in neurorobotics (05.10.2021)
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Journal Article
Whence the Expected Free Energy?
Millidge, Beren, Tschantz, Alexander, Buckley, Christopher L.
Published in Neural computation (01.02.2021)
Published in Neural computation (01.02.2021)
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Journal Article
Predictive Coding Approximates Backprop Along Arbitrary Computation Graphs
Millidge, Beren, Tschantz, Alexander, Buckley, Christopher L.
Published in Neural computation (19.05.2022)
Published in Neural computation (19.05.2022)
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Journal Article
A continuity of Markov blanket interpretations under the free-energy principle
Seth, Anil, Korbak, Tomasz, Tschantz, Alexander
Published in The Behavioral and brain sciences (01.01.2022)
Published in The Behavioral and brain sciences (01.01.2022)
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Journal Article
How particular is the physics of the free energy principle?
Aguilera, Miguel, Millidge, Beren, Tschantz, Alexander, Buckley, Christopher L.
Published in Physics of life reviews (01.03.2022)
Published in Physics of life reviews (01.03.2022)
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Journal Article
Curious Inferences: Reply to Sun and Firestone on the Dark Room Problem
Seth, Anil K., Millidge, Beren, Buckley, Christopher L., Tschantz, Alexander
Published in Trends in cognitive sciences (01.09.2020)
Published in Trends in cognitive sciences (01.09.2020)
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Journal Article
From the free energy principle to a confederation of Bayesian mechanics
Aguilera, Miguel, Millidge, Beren, Tschantz, Alexander, Buckley, Christopher L.
Published in Physics of life reviews (01.03.2023)
Published in Physics of life reviews (01.03.2023)
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Journal Article
Neural and phenotypic representation under the free-energy principle
Ramstead, Maxwell J.D., Hesp, Casper, Tschantz, Alexander, Smith, Ryan, Constant, Axel, Friston, Karl
Published in Neuroscience and biobehavioral reviews (01.01.2021)
Published in Neuroscience and biobehavioral reviews (01.01.2021)
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Journal Article
From the free energy principle to a confederation of Bayesian mechanics: Reply to comments on “How particular is the physics of the free energy principle?”
Aguilera, Miguel, Millidge, Beren, Tschantz, Alexander, Buckley, Christopher L.
Published in Physics of life reviews (01.03.2023)
Published in Physics of life reviews (01.03.2023)
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Journal Article
pymdp: A Python library for active inference in discrete state spaces
Heins, Conor, Millidge, Beren, Demekas, Daphne, Klein, Brennan, Friston, Karl, Couzin, Iain D., Tschantz, Alexander
Published in Journal of open source software (04.05.2022)
Published in Journal of open source software (04.05.2022)
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Journal Article
Designing ecosystems of intelligence from first principles
Friston, Karl J, Ramstead, Maxwell JD, Kiefer, Alex B, Tschantz, Alexander, Buckley, Christopher L, Albarracin, Mahault, Pitliya, Riddhi J, Heins, Conor, Klein, Brennan, Millidge, Beren, Sakthivadivel, Dalton AR, St Clere Smithe, Toby, Koudahl, Magnus, Tremblay, Safae Essafi, Petersen, Capm, Fung, Kaiser, Fox, Jason G, Swanson, Steven, Mapes, Dan, René, Gabriel
Published in Collective intelligence (03.01.2024)
Published in Collective intelligence (03.01.2024)
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Journal Article
A continuity of Markov blanket interpretations under the Free Energy Principle
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Paper
Journal Article
Scaling Active Inference
Tschantz, Alexander, Baltieri, Manuel, Seth, Anil. K., Buckley, Christopher L.
Published in 2020 International Joint Conference on Neural Networks (IJCNN) (01.07.2020)
Published in 2020 International Joint Conference on Neural Networks (IJCNN) (01.07.2020)
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Conference Proceeding
Gradient-free variational learning with conditional mixture networks
Heins, Conor, Wu, Hao, Markovic, Dimitrije, Tschantz, Alexander, Beck, Jeff, Buckley, Christopher
Published in arXiv.org (29.08.2024)
Published in arXiv.org (29.08.2024)
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Journal Article