Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Karl Friston

Active inference, Bayesian optimal design, and expected utility

Sep 21, 2021
Noor Sajid, Lancelot Da Costa, Thomas Parr, Karl Friston

* 19 pages; 3 figures 

  Access Paper or Ask Questions

Bayesian brains and the Rényi divergence

Jul 12, 2021
Noor Sajid, Francesco Faccio, Lancelot Da Costa, Thomas Parr, Jürgen Schmidhuber, Karl Friston

* 23 pages, 5 figures 

  Access Paper or Ask Questions

Exploration and preference satisfaction trade-off in reward-free learning

Jun 08, 2021
Noor Sajid, Panagiotis Tigas, Alexey Zakharov, Zafeirios Fountas, Karl Friston

  Access Paper or Ask Questions

Active Tree Search in Large POMDPs

Mar 25, 2021
Domenico Maisto, Francesco Gregoretti, Karl Friston, Giovanni Pezzulo

* 35 pages, 8 figures, 1 pseudocode, preprint 

  Access Paper or Ask Questions

Action and Perception as Divergence Minimization

Oct 05, 2020
Danijar Hafner, Pedro A. Ortega, Jimmy Ba, Thomas Parr, Karl Friston, Nicolas Heess

* 14 pages, 10 figures, 2 tables 

  Access Paper or Ask Questions

The relationship between dynamic programming and active inference: the discrete, finite-horizon case

Sep 22, 2020
Lancelot Da Costa, Noor Sajid, Thomas Parr, Karl Friston, Ryan Smith

  Access Paper or Ask Questions

Deep active inference agents using Monte-Carlo methods

Jun 07, 2020
Zafeirios Fountas, Noor Sajid, Pedro A. M. Mediano, Karl Friston

* 16 pages, 8 figures 

  Access Paper or Ask Questions

Sophisticated Inference

Jun 07, 2020
Karl Friston, Lancelot Da Costa, Danijar Hafner, Casper Hesp, Thomas Parr

  Access Paper or Ask Questions

Bayesian Belief Updating of Spatiotemporal Seizure Dynamics

Nov 12, 2017
Gerald K Cooray, Richard Rosch, Torsten Baldeweg, Louis Lemieux, Karl Friston, Biswa Sengupta

* ICML 2017 Time Series Workshop 

  Access Paper or Ask Questions

Approximate Bayesian inference as a gauge theory

Nov 12, 2017
Biswa Sengupta, Karl Friston

* Extended version published in PLoS Biology, ICML 2017 Computational Biology Workshop (spotlight presentation) 

  Access Paper or Ask Questions