2 papers
cs.LG2021
An empirical evaluation of active inference in multi-armed bandits
Dimitrije Markovic, Hrvoje Stojic, Sarah Schwoebel +1
A key feature of sequential decision making under uncertainty is a need to balance between exploiting--choosing the best action according to the current knowledge, and exploring--o…
nlin.AO2020
Neuronal Sequence Models for Bayesian Online Inference
Sascha Frölich, Dimitrije Marković, Stefan J. Kiebel
Sequential neuronal activity underlies a wide range of processes in the brain. Neuroscientific evidence for neuronal sequences has been reported in domains as diverse as perception…